Add files using upload-large-folder tool
Browse files- step18000-unsharded/config.yaml +465 -0
- step2000-unsharded/config.yaml +465 -0
- step20000-unsharded/config.yaml +465 -0
- step22000-unsharded/config.yaml +465 -0
- step24000-unsharded/config.yaml +465 -0
- step26000-unsharded/config.yaml +465 -0
- step28000-unsharded/config.yaml +465 -0
- step30000-unsharded/config.yaml +465 -0
- step32000-unsharded/config.yaml +465 -0
- step37500/rank115.pt +3 -0
- step37500/rank148.pt +3 -0
- step37500/rank172.pt +3 -0
- step37500/rank18.pt +3 -0
- step37500/rank187.pt +3 -0
- step37500/rank190.pt +3 -0
- step37500/rank21.pt +3 -0
- step37500/rank220.pt +3 -0
- step37500/rank221.pt +3 -0
- step37500/rank234.pt +3 -0
- step37500/rank236.pt +3 -0
- step37500/rank245.pt +3 -0
- step37500/rank289.pt +3 -0
- step37500/rank326.pt +3 -0
- step37500/rank331.pt +3 -0
- step37500/rank333.pt +3 -0
- step37500/rank342.pt +3 -0
- step37500/rank343.pt +3 -0
- step37500/rank355.pt +3 -0
- step37500/rank356.pt +3 -0
- step37500/rank357.pt +3 -0
- step37500/rank36.pt +3 -0
- step37500/rank399.pt +3 -0
- step37500/rank404.pt +3 -0
- step37500/rank405.pt +3 -0
- step37500/rank429.pt +3 -0
- step37500/rank459.pt +3 -0
- step37500/rank460.pt +3 -0
- step37500/rank461.pt +3 -0
- step37500/rank462.pt +3 -0
- step37500/rank463.pt +3 -0
- step37500/rank47.pt +3 -0
- step37500/rank476.pt +3 -0
- step37500/rank483.pt +3 -0
- step37500/rank496.pt +3 -0
- step37500/rank51.pt +3 -0
- step37500/rank68.pt +3 -0
- step37500/rank88.pt +3 -0
- step4000-unsharded/config.yaml +465 -0
- step6000-unsharded/config.yaml +465 -0
- step8000-unsharded/config.yaml +465 -0
step18000-unsharded/config.yaml
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| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
+
n_heads: 28
|
| 8 |
+
n_kv_heads: null
|
| 9 |
+
clip_qkv: null
|
| 10 |
+
n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
+
attention_dropout: 0.0
|
| 23 |
+
multi_query_attention: false
|
| 24 |
+
attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
+
embedding_dropout: 0.0
|
| 27 |
+
embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
|
| 35 |
+
scale_logits: false
|
| 36 |
+
vocab_size: 50277
|
| 37 |
+
embedding_size: 50304
|
| 38 |
+
weight_tying: false
|
| 39 |
+
eos_token_id: 50277
|
| 40 |
+
pad_token_id: 1
|
| 41 |
+
init_device: meta
|
| 42 |
+
init_fn: mitchell
|
| 43 |
+
init_std: 0.02
|
| 44 |
+
init_cutoff_factor: null
|
| 45 |
+
precision: amp_bf16
|
| 46 |
+
scale_emb_init: false
|
| 47 |
+
emb_init_std: null
|
| 48 |
+
norm_after: false
|
| 49 |
+
linear_type: values7
|
| 50 |
+
num_trilm_matrix_scales: 1
|
| 51 |
+
optimizer:
|
| 52 |
+
name: adamw
|
| 53 |
+
learning_rate: 0.00022
|
| 54 |
+
weight_decay: 0.1
|
| 55 |
+
betas:
|
| 56 |
+
- 0.9
|
| 57 |
+
- 0.95
|
| 58 |
+
eps: 1.0e-05
|
| 59 |
+
no_decay_norm_and_bias: null
|
| 60 |
+
selective_updates: false
|
| 61 |
+
decay_norm_and_bias: false
|
| 62 |
+
decay_embeddings: false
|
| 63 |
+
metrics_log_interval: 10
|
| 64 |
+
record_update_metrics: false
|
| 65 |
+
scheduler:
|
| 66 |
+
name: cosine_with_warmup
|
| 67 |
+
units: steps
|
| 68 |
+
t_warmup: 375
|
| 69 |
+
t_max: null
|
| 70 |
+
alpha_f: 0.1
|
| 71 |
+
grad_clip_warmup_steps: null
|
| 72 |
+
grad_clip_warmup_factor: null
|
| 73 |
+
warmup_min_lr: null
|
| 74 |
+
remove_weight_decay_in_second_half: false
|
| 75 |
+
data:
|
| 76 |
+
paths:
|
| 77 |
+
- ../slimp/train/all_combined/combined_1/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 78 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 79 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 80 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 81 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 82 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 83 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 84 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 85 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 86 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 87 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 88 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 89 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 90 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 91 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 92 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 93 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 94 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 95 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 96 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 97 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 98 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 99 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 100 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 101 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 102 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 103 |
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| 363 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 364 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 365 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 366 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 367 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 368 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 369 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 370 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 371 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 372 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 373 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 374 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 375 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 376 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 377 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 378 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 379 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 380 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 381 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 382 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 383 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 384 |
+
- ../slimp/train/all_combined/combined_10/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 385 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 386 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
+
memmap_dtype: uint16
|
| 388 |
+
datasets: null
|
| 389 |
+
label_mask_paths: null
|
| 390 |
+
pad_direction: right
|
| 391 |
+
generate_attention_mask: false
|
| 392 |
+
generate_doc_lengths: false
|
| 393 |
+
num_workers: 0
|
| 394 |
+
drop_last: true
|
| 395 |
+
pin_memory: true
|
| 396 |
+
prefetch_factor: 16
|
| 397 |
+
persistent_workers: true
|
| 398 |
+
timeout: 0
|
| 399 |
+
seed: null
|
| 400 |
+
instance_filter: null
|
| 401 |
+
restore_dataloader: true
|
| 402 |
+
fast_forward_batches: null
|
| 403 |
+
evaluators: []
|
| 404 |
+
eval_interval: 500
|
| 405 |
+
tokenizer:
|
| 406 |
+
identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
+
truncate_direction: right
|
| 408 |
+
save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
+
remote_save_folder: null
|
| 410 |
+
canceled_check_interval: 50
|
| 411 |
+
save_interval: 500
|
| 412 |
+
save_interval_unsharded: 2000
|
| 413 |
+
save_interval_ephemeral: null
|
| 414 |
+
save_num_checkpoints_to_keep: 1
|
| 415 |
+
save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
+
save_overwrite: true
|
| 417 |
+
force_save_unsharded: false
|
| 418 |
+
no_pre_train_checkpoint: false
|
| 419 |
+
load_path: checkpoints/values7_1.1B_75B//latest
|
| 420 |
+
load_path_sharded_checkpointer: null
|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step2000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
|
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|
|
|
|
|
|
|
|
| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
+
n_heads: 28
|
| 8 |
+
n_kv_heads: null
|
| 9 |
+
clip_qkv: null
|
| 10 |
+
n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
+
attention_dropout: 0.0
|
| 23 |
+
multi_query_attention: false
|
| 24 |
+
attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
+
embedding_dropout: 0.0
|
| 27 |
+
embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
|
| 35 |
+
scale_logits: false
|
| 36 |
+
vocab_size: 50277
|
| 37 |
+
embedding_size: 50304
|
| 38 |
+
weight_tying: false
|
| 39 |
+
eos_token_id: 50277
|
| 40 |
+
pad_token_id: 1
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| 41 |
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init_device: meta
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| 42 |
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init_fn: mitchell
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| 43 |
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init_std: 0.02
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| 44 |
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init_cutoff_factor: null
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| 45 |
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precision: amp_bf16
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| 46 |
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| 47 |
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emb_init_std: null
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| 48 |
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norm_after: false
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| 49 |
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linear_type: values7
|
| 50 |
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num_trilm_matrix_scales: 1
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| 51 |
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optimizer:
|
| 52 |
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name: adamw
|
| 53 |
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learning_rate: 0.00022
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| 54 |
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weight_decay: 0.1
|
| 55 |
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betas:
|
| 56 |
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|
| 57 |
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|
| 58 |
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eps: 1.0e-05
|
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no_decay_norm_and_bias: null
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| 60 |
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| 61 |
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|
| 62 |
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decay_embeddings: false
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| 63 |
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metrics_log_interval: 10
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| 64 |
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| 65 |
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scheduler:
|
| 66 |
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name: cosine_with_warmup
|
| 67 |
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units: steps
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| 68 |
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t_max: null
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| 71 |
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| 72 |
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| 73 |
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|
| 74 |
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remove_weight_decay_in_second_half: false
|
| 75 |
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data:
|
| 76 |
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paths:
|
| 77 |
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| 78 |
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| 137 |
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| 325 |
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- ../slimp/train/all_combined/combined_9/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 326 |
+
- ../slimp/train/all_combined/combined_9/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 327 |
+
- ../slimp/train/all_combined/combined_9/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 328 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 329 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 330 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 331 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 332 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 333 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 334 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 335 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 336 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 337 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 338 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 339 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 340 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 341 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 342 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 343 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 344 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 345 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 346 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 347 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 348 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 349 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 350 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 351 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 352 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 353 |
+
- ../slimp/train/all_combined/combined_9/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 354 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 355 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 356 |
+
- ../slimp/train/all_combined/combined_10/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 357 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 358 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 359 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 360 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 361 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 362 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 363 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 364 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 365 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 366 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 367 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 368 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 369 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 370 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 371 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 372 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 373 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 374 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 375 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 376 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 377 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 378 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 379 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 380 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 381 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 382 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 383 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 384 |
+
- ../slimp/train/all_combined/combined_10/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 385 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 386 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
+
memmap_dtype: uint16
|
| 388 |
+
datasets: null
|
| 389 |
+
label_mask_paths: null
|
| 390 |
+
pad_direction: right
|
| 391 |
+
generate_attention_mask: false
|
| 392 |
+
generate_doc_lengths: false
|
| 393 |
+
num_workers: 0
|
| 394 |
+
drop_last: true
|
| 395 |
+
pin_memory: true
|
| 396 |
+
prefetch_factor: 16
|
| 397 |
+
persistent_workers: true
|
| 398 |
+
timeout: 0
|
| 399 |
+
seed: null
|
| 400 |
+
instance_filter: null
|
| 401 |
+
restore_dataloader: true
|
| 402 |
+
fast_forward_batches: null
|
| 403 |
+
evaluators: []
|
| 404 |
+
eval_interval: 500
|
| 405 |
+
tokenizer:
|
| 406 |
+
identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
+
truncate_direction: right
|
| 408 |
+
save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
+
remote_save_folder: null
|
| 410 |
+
canceled_check_interval: 50
|
| 411 |
+
save_interval: 500
|
| 412 |
+
save_interval_unsharded: 2000
|
| 413 |
+
save_interval_ephemeral: null
|
| 414 |
+
save_num_checkpoints_to_keep: 1
|
| 415 |
+
save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
+
save_overwrite: true
|
| 417 |
+
force_save_unsharded: false
|
| 418 |
+
no_pre_train_checkpoint: false
|
| 419 |
+
load_path: null
|
| 420 |
+
load_path_sharded_checkpointer: null
|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step20000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
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| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
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epoch: null
|
| 4 |
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dry_run: false
|
| 5 |
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model:
|
| 6 |
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d_model: 1792
|
| 7 |
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n_heads: 28
|
| 8 |
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n_kv_heads: null
|
| 9 |
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clip_qkv: null
|
| 10 |
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n_layers: 24
|
| 11 |
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mlp_ratio: 4
|
| 12 |
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mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
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block_group_size: 1
|
| 16 |
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alibi: false
|
| 17 |
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alibi_bias_max: 8.0
|
| 18 |
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rope: true
|
| 19 |
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rope_full_precision: true
|
| 20 |
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rope_theta: 10000
|
| 21 |
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flash_attention: false
|
| 22 |
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attention_dropout: 0.0
|
| 23 |
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multi_query_attention: false
|
| 24 |
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attention_layer_norm: false
|
| 25 |
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residual_dropout: 0.0
|
| 26 |
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embedding_dropout: 0.0
|
| 27 |
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embedding_layer_norm: false
|
| 28 |
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layer_norm_type: rms
|
| 29 |
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layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
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max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
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bias_for_layer_norm: false
|
| 35 |
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scale_logits: false
|
| 36 |
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vocab_size: 50277
|
| 37 |
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embedding_size: 50304
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| 38 |
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weight_tying: false
|
| 39 |
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eos_token_id: 50277
|
| 40 |
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pad_token_id: 1
|
| 41 |
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init_device: meta
|
| 42 |
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init_fn: mitchell
|
| 43 |
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init_std: 0.02
|
| 44 |
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init_cutoff_factor: null
|
| 45 |
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precision: amp_bf16
|
| 46 |
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scale_emb_init: false
|
| 47 |
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emb_init_std: null
|
| 48 |
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norm_after: false
|
| 49 |
+
linear_type: values7
|
| 50 |
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num_trilm_matrix_scales: 1
|
| 51 |
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optimizer:
|
| 52 |
+
name: adamw
|
| 53 |
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learning_rate: 0.00022
|
| 54 |
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weight_decay: 0.1
|
| 55 |
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betas:
|
| 56 |
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- 0.9
|
| 57 |
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- 0.95
|
| 58 |
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eps: 1.0e-05
|
| 59 |
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no_decay_norm_and_bias: null
|
| 60 |
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selective_updates: false
|
| 61 |
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decay_norm_and_bias: false
|
| 62 |
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decay_embeddings: false
|
| 63 |
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metrics_log_interval: 10
|
| 64 |
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record_update_metrics: false
|
| 65 |
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scheduler:
|
| 66 |
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name: cosine_with_warmup
|
| 67 |
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units: steps
|
| 68 |
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t_warmup: 375
|
| 69 |
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t_max: null
|
| 70 |
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alpha_f: 0.1
|
| 71 |
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grad_clip_warmup_steps: null
|
| 72 |
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grad_clip_warmup_factor: null
|
| 73 |
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warmup_min_lr: null
|
| 74 |
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remove_weight_decay_in_second_half: false
|
| 75 |
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data:
|
| 76 |
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paths:
|
| 77 |
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| 78 |
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| 79 |
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| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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| 86 |
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|
| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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| 125 |
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| 126 |
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| 127 |
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| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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- ../slimp/train/all_combined/combined_7/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 289 |
+
- ../slimp/train/all_combined/combined_7/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 290 |
+
- ../slimp/train/all_combined/combined_7/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 291 |
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- ../slimp/train/all_combined/combined_7/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 292 |
+
- ../slimp/train/all_combined/combined_7/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 293 |
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- ../slimp/train/all_combined/combined_7/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 294 |
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- ../slimp/train/all_combined/combined_8/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 295 |
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- ../slimp/train/all_combined/combined_8/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 296 |
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- ../slimp/train/all_combined/combined_8/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 297 |
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- ../slimp/train/all_combined/combined_8/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 298 |
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- ../slimp/train/all_combined/combined_8/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 299 |
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- ../slimp/train/all_combined/combined_8/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 300 |
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- ../slimp/train/all_combined/combined_8/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 301 |
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- ../slimp/train/all_combined/combined_8/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 302 |
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- ../slimp/train/all_combined/combined_8/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 303 |
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- ../slimp/train/all_combined/combined_8/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 304 |
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- ../slimp/train/all_combined/combined_8/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 305 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 306 |
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|
| 307 |
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|
| 308 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 309 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 310 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 311 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 312 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 313 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 314 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 315 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 316 |
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|
| 317 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 318 |
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|
| 319 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 320 |
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- ../slimp/train/all_combined/combined_8/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 321 |
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- ../slimp/train/all_combined/combined_8/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 322 |
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- ../slimp/train/all_combined/combined_8/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 323 |
+
- ../slimp/train/all_combined/combined_8/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 324 |
+
- ../slimp/train/all_combined/combined_8/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 325 |
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- ../slimp/train/all_combined/combined_9/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 326 |
+
- ../slimp/train/all_combined/combined_9/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 327 |
+
- ../slimp/train/all_combined/combined_9/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 328 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 329 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 330 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 331 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 332 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 333 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 334 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 335 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 336 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 337 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 338 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 339 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 340 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 341 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 342 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 343 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 344 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 345 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 346 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 347 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 348 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 349 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 350 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 351 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 352 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 353 |
+
- ../slimp/train/all_combined/combined_9/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 354 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 355 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 356 |
+
- ../slimp/train/all_combined/combined_10/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 357 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 358 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 359 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 360 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 361 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 362 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 363 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 364 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 365 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 366 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 367 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 368 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 369 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 370 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 371 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 372 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 373 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 374 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 375 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 376 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 377 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 378 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 379 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 380 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 381 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 382 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 383 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 384 |
+
- ../slimp/train/all_combined/combined_10/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 385 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 386 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
+
memmap_dtype: uint16
|
| 388 |
+
datasets: null
|
| 389 |
+
label_mask_paths: null
|
| 390 |
+
pad_direction: right
|
| 391 |
+
generate_attention_mask: false
|
| 392 |
+
generate_doc_lengths: false
|
| 393 |
+
num_workers: 0
|
| 394 |
+
drop_last: true
|
| 395 |
+
pin_memory: true
|
| 396 |
+
prefetch_factor: 16
|
| 397 |
+
persistent_workers: true
|
| 398 |
+
timeout: 0
|
| 399 |
+
seed: null
|
| 400 |
+
instance_filter: null
|
| 401 |
+
restore_dataloader: true
|
| 402 |
+
fast_forward_batches: null
|
| 403 |
+
evaluators: []
|
| 404 |
+
eval_interval: 500
|
| 405 |
+
tokenizer:
|
| 406 |
+
identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
+
truncate_direction: right
|
| 408 |
+
save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
+
remote_save_folder: null
|
| 410 |
+
canceled_check_interval: 50
|
| 411 |
+
save_interval: 500
|
| 412 |
+
save_interval_unsharded: 2000
|
| 413 |
+
save_interval_ephemeral: null
|
| 414 |
+
save_num_checkpoints_to_keep: 1
|
| 415 |
+
save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
+
save_overwrite: true
|
| 417 |
+
force_save_unsharded: false
|
| 418 |
+
no_pre_train_checkpoint: false
|
| 419 |
+
load_path: checkpoints/values7_1.1B_75B//latest
|
| 420 |
+
load_path_sharded_checkpointer: null
|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step22000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
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|
| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
+
n_heads: 28
|
| 8 |
+
n_kv_heads: null
|
| 9 |
+
clip_qkv: null
|
| 10 |
+
n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
+
attention_dropout: 0.0
|
| 23 |
+
multi_query_attention: false
|
| 24 |
+
attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
+
embedding_dropout: 0.0
|
| 27 |
+
embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
|
| 35 |
+
scale_logits: false
|
| 36 |
+
vocab_size: 50277
|
| 37 |
+
embedding_size: 50304
|
| 38 |
+
weight_tying: false
|
| 39 |
+
eos_token_id: 50277
|
| 40 |
+
pad_token_id: 1
|
| 41 |
+
init_device: meta
|
| 42 |
+
init_fn: mitchell
|
| 43 |
+
init_std: 0.02
|
| 44 |
+
init_cutoff_factor: null
|
| 45 |
+
precision: amp_bf16
|
| 46 |
+
scale_emb_init: false
|
| 47 |
+
emb_init_std: null
|
| 48 |
+
norm_after: false
|
| 49 |
+
linear_type: values7
|
| 50 |
+
num_trilm_matrix_scales: 1
|
| 51 |
+
optimizer:
|
| 52 |
+
name: adamw
|
| 53 |
+
learning_rate: 0.00022
|
| 54 |
+
weight_decay: 0.1
|
| 55 |
+
betas:
|
| 56 |
+
- 0.9
|
| 57 |
+
- 0.95
|
| 58 |
+
eps: 1.0e-05
|
| 59 |
+
no_decay_norm_and_bias: null
|
| 60 |
+
selective_updates: false
|
| 61 |
+
decay_norm_and_bias: false
|
| 62 |
+
decay_embeddings: false
|
| 63 |
+
metrics_log_interval: 10
|
| 64 |
+
record_update_metrics: false
|
| 65 |
+
scheduler:
|
| 66 |
+
name: cosine_with_warmup
|
| 67 |
+
units: steps
|
| 68 |
+
t_warmup: 375
|
| 69 |
+
t_max: null
|
| 70 |
+
alpha_f: 0.1
|
| 71 |
+
grad_clip_warmup_steps: null
|
| 72 |
+
grad_clip_warmup_factor: null
|
| 73 |
+
warmup_min_lr: null
|
| 74 |
+
remove_weight_decay_in_second_half: false
|
| 75 |
+
data:
|
| 76 |
+
paths:
|
| 77 |
+
- ../slimp/train/all_combined/combined_1/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 78 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 79 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 80 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 81 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 82 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 83 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 84 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 85 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 86 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 87 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 88 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 89 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 90 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 91 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 92 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 93 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 94 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 95 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 96 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 97 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 98 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 99 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 100 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 101 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 102 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 103 |
+
- ../slimp/train/all_combined/combined_1/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 104 |
+
- ../slimp/train/all_combined/combined_1/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 105 |
+
- ../slimp/train/all_combined/combined_1/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 106 |
+
- ../slimp/train/all_combined/combined_1/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 107 |
+
- ../slimp/train/all_combined/combined_1/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 108 |
+
- ../slimp/train/all_combined/combined_2/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 109 |
+
- ../slimp/train/all_combined/combined_2/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 110 |
+
- ../slimp/train/all_combined/combined_2/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 111 |
+
- ../slimp/train/all_combined/combined_2/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 112 |
+
- ../slimp/train/all_combined/combined_2/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 113 |
+
- ../slimp/train/all_combined/combined_2/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 114 |
+
- ../slimp/train/all_combined/combined_2/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 115 |
+
- ../slimp/train/all_combined/combined_2/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 116 |
+
- ../slimp/train/all_combined/combined_2/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 117 |
+
- ../slimp/train/all_combined/combined_2/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 118 |
+
- ../slimp/train/all_combined/combined_2/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 119 |
+
- ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 120 |
+
- ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 121 |
+
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| 381 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 382 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 383 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 384 |
+
- ../slimp/train/all_combined/combined_10/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 385 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 386 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
+
memmap_dtype: uint16
|
| 388 |
+
datasets: null
|
| 389 |
+
label_mask_paths: null
|
| 390 |
+
pad_direction: right
|
| 391 |
+
generate_attention_mask: false
|
| 392 |
+
generate_doc_lengths: false
|
| 393 |
+
num_workers: 0
|
| 394 |
+
drop_last: true
|
| 395 |
+
pin_memory: true
|
| 396 |
+
prefetch_factor: 16
|
| 397 |
+
persistent_workers: true
|
| 398 |
+
timeout: 0
|
| 399 |
+
seed: null
|
| 400 |
+
instance_filter: null
|
| 401 |
+
restore_dataloader: true
|
| 402 |
+
fast_forward_batches: null
|
| 403 |
+
evaluators: []
|
| 404 |
+
eval_interval: 500
|
| 405 |
+
tokenizer:
|
| 406 |
+
identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
+
truncate_direction: right
|
| 408 |
+
save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
+
remote_save_folder: null
|
| 410 |
+
canceled_check_interval: 50
|
| 411 |
+
save_interval: 500
|
| 412 |
+
save_interval_unsharded: 2000
|
| 413 |
+
save_interval_ephemeral: null
|
| 414 |
+
save_num_checkpoints_to_keep: 1
|
| 415 |
+
save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
+
save_overwrite: true
|
| 417 |
+
force_save_unsharded: false
|
| 418 |
+
no_pre_train_checkpoint: false
|
| 419 |
+
load_path: checkpoints/values7_1.1B_75B//latest
|
| 420 |
+
load_path_sharded_checkpointer: null
|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step24000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
+
n_heads: 28
|
| 8 |
+
n_kv_heads: null
|
| 9 |
+
clip_qkv: null
|
| 10 |
+
n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
+
attention_dropout: 0.0
|
| 23 |
+
multi_query_attention: false
|
| 24 |
+
attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
+
embedding_dropout: 0.0
|
| 27 |
+
embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
|
| 35 |
+
scale_logits: false
|
| 36 |
+
vocab_size: 50277
|
| 37 |
+
embedding_size: 50304
|
| 38 |
+
weight_tying: false
|
| 39 |
+
eos_token_id: 50277
|
| 40 |
+
pad_token_id: 1
|
| 41 |
+
init_device: meta
|
| 42 |
+
init_fn: mitchell
|
| 43 |
+
init_std: 0.02
|
| 44 |
+
init_cutoff_factor: null
|
| 45 |
+
precision: amp_bf16
|
| 46 |
+
scale_emb_init: false
|
| 47 |
+
emb_init_std: null
|
| 48 |
+
norm_after: false
|
| 49 |
+
linear_type: values7
|
| 50 |
+
num_trilm_matrix_scales: 1
|
| 51 |
+
optimizer:
|
| 52 |
+
name: adamw
|
| 53 |
+
learning_rate: 0.00022
|
| 54 |
+
weight_decay: 0.1
|
| 55 |
+
betas:
|
| 56 |
+
- 0.9
|
| 57 |
+
- 0.95
|
| 58 |
+
eps: 1.0e-05
|
| 59 |
+
no_decay_norm_and_bias: null
|
| 60 |
+
selective_updates: false
|
| 61 |
+
decay_norm_and_bias: false
|
| 62 |
+
decay_embeddings: false
|
| 63 |
+
metrics_log_interval: 10
|
| 64 |
+
record_update_metrics: false
|
| 65 |
+
scheduler:
|
| 66 |
+
name: cosine_with_warmup
|
| 67 |
+
units: steps
|
| 68 |
+
t_warmup: 375
|
| 69 |
+
t_max: null
|
| 70 |
+
alpha_f: 0.1
|
| 71 |
+
grad_clip_warmup_steps: null
|
| 72 |
+
grad_clip_warmup_factor: null
|
| 73 |
+
warmup_min_lr: null
|
| 74 |
+
remove_weight_decay_in_second_half: false
|
| 75 |
+
data:
|
| 76 |
+
paths:
|
| 77 |
+
- ../slimp/train/all_combined/combined_1/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 78 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 79 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 80 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 81 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 82 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 83 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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| 343 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 344 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 345 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 346 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 347 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 348 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 349 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 350 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 351 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 352 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 353 |
+
- ../slimp/train/all_combined/combined_9/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 354 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 355 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 356 |
+
- ../slimp/train/all_combined/combined_10/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 357 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 358 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 359 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 360 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 361 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 362 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 363 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 364 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 365 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 366 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 367 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 368 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 369 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 370 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 371 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 372 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 373 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 374 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 375 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 376 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 377 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 378 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 379 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 380 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 381 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 382 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 383 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 384 |
+
- ../slimp/train/all_combined/combined_10/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 385 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 386 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
+
memmap_dtype: uint16
|
| 388 |
+
datasets: null
|
| 389 |
+
label_mask_paths: null
|
| 390 |
+
pad_direction: right
|
| 391 |
+
generate_attention_mask: false
|
| 392 |
+
generate_doc_lengths: false
|
| 393 |
+
num_workers: 0
|
| 394 |
+
drop_last: true
|
| 395 |
+
pin_memory: true
|
| 396 |
+
prefetch_factor: 16
|
| 397 |
+
persistent_workers: true
|
| 398 |
+
timeout: 0
|
| 399 |
+
seed: null
|
| 400 |
+
instance_filter: null
|
| 401 |
+
restore_dataloader: true
|
| 402 |
+
fast_forward_batches: null
|
| 403 |
+
evaluators: []
|
| 404 |
+
eval_interval: 500
|
| 405 |
+
tokenizer:
|
| 406 |
+
identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
+
truncate_direction: right
|
| 408 |
+
save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
+
remote_save_folder: null
|
| 410 |
+
canceled_check_interval: 50
|
| 411 |
+
save_interval: 500
|
| 412 |
+
save_interval_unsharded: 2000
|
| 413 |
+
save_interval_ephemeral: null
|
| 414 |
+
save_num_checkpoints_to_keep: 1
|
| 415 |
+
save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
+
save_overwrite: true
|
| 417 |
+
force_save_unsharded: false
|
| 418 |
+
no_pre_train_checkpoint: false
|
| 419 |
+
load_path: checkpoints/values7_1.1B_75B//latest
|
| 420 |
+
load_path_sharded_checkpointer: null
|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step26000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
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| 1 |
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run_name: values7_1.1B_75B
|
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seed: 6198
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model:
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d_model: 1792
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activation_type: swiglu
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block_type: sequential
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alibi: false
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rope: true
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| 19 |
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rope_theta: 10000
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| 29 |
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| 30 |
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layer_norm_eps: 1.0e-05
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| 31 |
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attention_layer_norm_with_affine: false
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| 32 |
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| 33 |
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| 35 |
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linear_type: values7
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| 51 |
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optimizer:
|
| 52 |
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name: adamw
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scheduler:
|
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name: cosine_with_warmup
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data:
|
| 76 |
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|
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| 78 |
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| 137 |
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| 143 |
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| 145 |
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| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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| 166 |
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|
| 168 |
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| 169 |
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| 170 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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|
| 176 |
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| 306 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 307 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 308 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 309 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 310 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 311 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 312 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 313 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 314 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 315 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 316 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 317 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 318 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 319 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 320 |
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- ../slimp/train/all_combined/combined_8/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 321 |
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- ../slimp/train/all_combined/combined_8/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 322 |
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- ../slimp/train/all_combined/combined_8/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 323 |
+
- ../slimp/train/all_combined/combined_8/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 324 |
+
- ../slimp/train/all_combined/combined_8/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 325 |
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- ../slimp/train/all_combined/combined_9/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 326 |
+
- ../slimp/train/all_combined/combined_9/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 327 |
+
- ../slimp/train/all_combined/combined_9/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 328 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 329 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 330 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 331 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 332 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 333 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 334 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 335 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 336 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 337 |
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- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 338 |
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- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 339 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 340 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 341 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 342 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 343 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 344 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 345 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 346 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 347 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 348 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 349 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 350 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 351 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 352 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 353 |
+
- ../slimp/train/all_combined/combined_9/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 354 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 355 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 356 |
+
- ../slimp/train/all_combined/combined_10/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 357 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 358 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 359 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 360 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 361 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 362 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 363 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 364 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 365 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 366 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 367 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 368 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 369 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 370 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 371 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 372 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 373 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 374 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 375 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 376 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 377 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 378 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 379 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 380 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 381 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 382 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 383 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 384 |
+
- ../slimp/train/all_combined/combined_10/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 385 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 386 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
+
memmap_dtype: uint16
|
| 388 |
+
datasets: null
|
| 389 |
+
label_mask_paths: null
|
| 390 |
+
pad_direction: right
|
| 391 |
+
generate_attention_mask: false
|
| 392 |
+
generate_doc_lengths: false
|
| 393 |
+
num_workers: 0
|
| 394 |
+
drop_last: true
|
| 395 |
+
pin_memory: true
|
| 396 |
+
prefetch_factor: 16
|
| 397 |
+
persistent_workers: true
|
| 398 |
+
timeout: 0
|
| 399 |
+
seed: null
|
| 400 |
+
instance_filter: null
|
| 401 |
+
restore_dataloader: true
|
| 402 |
+
fast_forward_batches: null
|
| 403 |
+
evaluators: []
|
| 404 |
+
eval_interval: 500
|
| 405 |
+
tokenizer:
|
| 406 |
+
identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
+
truncate_direction: right
|
| 408 |
+
save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
+
remote_save_folder: null
|
| 410 |
+
canceled_check_interval: 50
|
| 411 |
+
save_interval: 500
|
| 412 |
+
save_interval_unsharded: 2000
|
| 413 |
+
save_interval_ephemeral: null
|
| 414 |
+
save_num_checkpoints_to_keep: 1
|
| 415 |
+
save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
+
save_overwrite: true
|
| 417 |
+
force_save_unsharded: false
|
| 418 |
+
no_pre_train_checkpoint: false
|
| 419 |
+
load_path: checkpoints/values7_1.1B_75B//latest
|
| 420 |
+
load_path_sharded_checkpointer: null
|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step28000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
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| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
+
n_heads: 28
|
| 8 |
+
n_kv_heads: null
|
| 9 |
+
clip_qkv: null
|
| 10 |
+
n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
+
attention_dropout: 0.0
|
| 23 |
+
multi_query_attention: false
|
| 24 |
+
attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
+
embedding_dropout: 0.0
|
| 27 |
+
embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
|
| 35 |
+
scale_logits: false
|
| 36 |
+
vocab_size: 50277
|
| 37 |
+
embedding_size: 50304
|
| 38 |
+
weight_tying: false
|
| 39 |
+
eos_token_id: 50277
|
| 40 |
+
pad_token_id: 1
|
| 41 |
+
init_device: meta
|
| 42 |
+
init_fn: mitchell
|
| 43 |
+
init_std: 0.02
|
| 44 |
+
init_cutoff_factor: null
|
| 45 |
+
precision: amp_bf16
|
| 46 |
+
scale_emb_init: false
|
| 47 |
+
emb_init_std: null
|
| 48 |
+
norm_after: false
|
| 49 |
+
linear_type: values7
|
| 50 |
+
num_trilm_matrix_scales: 1
|
| 51 |
+
optimizer:
|
| 52 |
+
name: adamw
|
| 53 |
+
learning_rate: 0.00022
|
| 54 |
+
weight_decay: 0.1
|
| 55 |
+
betas:
|
| 56 |
+
- 0.9
|
| 57 |
+
- 0.95
|
| 58 |
+
eps: 1.0e-05
|
| 59 |
+
no_decay_norm_and_bias: null
|
| 60 |
+
selective_updates: false
|
| 61 |
+
decay_norm_and_bias: false
|
| 62 |
+
decay_embeddings: false
|
| 63 |
+
metrics_log_interval: 10
|
| 64 |
+
record_update_metrics: false
|
| 65 |
+
scheduler:
|
| 66 |
+
name: cosine_with_warmup
|
| 67 |
+
units: steps
|
| 68 |
+
t_warmup: 375
|
| 69 |
+
t_max: null
|
| 70 |
+
alpha_f: 0.1
|
| 71 |
+
grad_clip_warmup_steps: null
|
| 72 |
+
grad_clip_warmup_factor: null
|
| 73 |
+
warmup_min_lr: null
|
| 74 |
+
remove_weight_decay_in_second_half: false
|
| 75 |
+
data:
|
| 76 |
+
paths:
|
| 77 |
+
- ../slimp/train/all_combined/combined_1/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 78 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 79 |
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|
| 80 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 81 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 82 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 83 |
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- ../slimp/train/all_combined/combined_1/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 84 |
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- ../slimp/train/all_combined/combined_1/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 85 |
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- ../slimp/train/all_combined/combined_1/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 86 |
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|
| 87 |
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- ../slimp/train/all_combined/combined_1/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 94 |
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- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
+
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
+
- ../slimp/train/all_combined/combined_2/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 135 |
+
- ../slimp/train/all_combined/combined_2/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 136 |
+
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|
| 137 |
+
- ../slimp/train/all_combined/combined_2/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 138 |
+
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|
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|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step30000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
|
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|
|
|
|
|
| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
+
n_heads: 28
|
| 8 |
+
n_kv_heads: null
|
| 9 |
+
clip_qkv: null
|
| 10 |
+
n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
+
attention_dropout: 0.0
|
| 23 |
+
multi_query_attention: false
|
| 24 |
+
attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
+
embedding_dropout: 0.0
|
| 27 |
+
embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
|
| 35 |
+
scale_logits: false
|
| 36 |
+
vocab_size: 50277
|
| 37 |
+
embedding_size: 50304
|
| 38 |
+
weight_tying: false
|
| 39 |
+
eos_token_id: 50277
|
| 40 |
+
pad_token_id: 1
|
| 41 |
+
init_device: meta
|
| 42 |
+
init_fn: mitchell
|
| 43 |
+
init_std: 0.02
|
| 44 |
+
init_cutoff_factor: null
|
| 45 |
+
precision: amp_bf16
|
| 46 |
+
scale_emb_init: false
|
| 47 |
+
emb_init_std: null
|
| 48 |
+
norm_after: false
|
| 49 |
+
linear_type: values7
|
| 50 |
+
num_trilm_matrix_scales: 1
|
| 51 |
+
optimizer:
|
| 52 |
+
name: adamw
|
| 53 |
+
learning_rate: 0.00022
|
| 54 |
+
weight_decay: 0.1
|
| 55 |
+
betas:
|
| 56 |
+
- 0.9
|
| 57 |
+
- 0.95
|
| 58 |
+
eps: 1.0e-05
|
| 59 |
+
no_decay_norm_and_bias: null
|
| 60 |
+
selective_updates: false
|
| 61 |
+
decay_norm_and_bias: false
|
| 62 |
+
decay_embeddings: false
|
| 63 |
+
metrics_log_interval: 10
|
| 64 |
+
record_update_metrics: false
|
| 65 |
+
scheduler:
|
| 66 |
+
name: cosine_with_warmup
|
| 67 |
+
units: steps
|
| 68 |
+
t_warmup: 375
|
| 69 |
+
t_max: null
|
| 70 |
+
alpha_f: 0.1
|
| 71 |
+
grad_clip_warmup_steps: null
|
| 72 |
+
grad_clip_warmup_factor: null
|
| 73 |
+
warmup_min_lr: null
|
| 74 |
+
remove_weight_decay_in_second_half: false
|
| 75 |
+
data:
|
| 76 |
+
paths:
|
| 77 |
+
- ../slimp/train/all_combined/combined_1/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 78 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 79 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 80 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 81 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 82 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 83 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 84 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 85 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 86 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 87 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 88 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 89 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 90 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 91 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 92 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 93 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 94 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 95 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 96 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 97 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 98 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 99 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 100 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 101 |
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| 361 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 362 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 363 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 364 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 365 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 366 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 367 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 368 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 369 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 370 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 371 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 372 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 373 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 374 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 375 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 376 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 377 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 378 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 379 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 380 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 381 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 382 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 383 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 384 |
+
- ../slimp/train/all_combined/combined_10/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 385 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 386 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
+
memmap_dtype: uint16
|
| 388 |
+
datasets: null
|
| 389 |
+
label_mask_paths: null
|
| 390 |
+
pad_direction: right
|
| 391 |
+
generate_attention_mask: false
|
| 392 |
+
generate_doc_lengths: false
|
| 393 |
+
num_workers: 0
|
| 394 |
+
drop_last: true
|
| 395 |
+
pin_memory: true
|
| 396 |
+
prefetch_factor: 16
|
| 397 |
+
persistent_workers: true
|
| 398 |
+
timeout: 0
|
| 399 |
+
seed: null
|
| 400 |
+
instance_filter: null
|
| 401 |
+
restore_dataloader: true
|
| 402 |
+
fast_forward_batches: null
|
| 403 |
+
evaluators: []
|
| 404 |
+
eval_interval: 500
|
| 405 |
+
tokenizer:
|
| 406 |
+
identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
+
truncate_direction: right
|
| 408 |
+
save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
+
remote_save_folder: null
|
| 410 |
+
canceled_check_interval: 50
|
| 411 |
+
save_interval: 500
|
| 412 |
+
save_interval_unsharded: 2000
|
| 413 |
+
save_interval_ephemeral: null
|
| 414 |
+
save_num_checkpoints_to_keep: 1
|
| 415 |
+
save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
+
save_overwrite: true
|
| 417 |
+
force_save_unsharded: false
|
| 418 |
+
no_pre_train_checkpoint: false
|
| 419 |
+
load_path: checkpoints/values7_1.1B_75B//latest
|
| 420 |
+
load_path_sharded_checkpointer: null
|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step32000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
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|
|
|
|
|
|
|
|
| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
+
n_heads: 28
|
| 8 |
+
n_kv_heads: null
|
| 9 |
+
clip_qkv: null
|
| 10 |
+
n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
+
attention_dropout: 0.0
|
| 23 |
+
multi_query_attention: false
|
| 24 |
+
attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
+
embedding_dropout: 0.0
|
| 27 |
+
embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
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| 35 |
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scale_logits: false
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| 36 |
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vocab_size: 50277
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| 37 |
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embedding_size: 50304
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weight_tying: false
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| 39 |
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eos_token_id: 50277
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| 40 |
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pad_token_id: 1
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init_device: meta
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| 42 |
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init_fn: mitchell
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| 43 |
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init_std: 0.02
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| 44 |
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init_cutoff_factor: null
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| 45 |
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precision: amp_bf16
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| 46 |
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| 47 |
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emb_init_std: null
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| 48 |
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norm_after: false
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| 49 |
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linear_type: values7
|
| 50 |
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num_trilm_matrix_scales: 1
|
| 51 |
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optimizer:
|
| 52 |
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name: adamw
|
| 53 |
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learning_rate: 0.00022
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| 54 |
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weight_decay: 0.1
|
| 55 |
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betas:
|
| 56 |
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|
| 57 |
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|
| 58 |
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eps: 1.0e-05
|
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| 60 |
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| 61 |
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|
| 62 |
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| 63 |
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metrics_log_interval: 10
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| 64 |
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| 65 |
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scheduler:
|
| 66 |
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name: cosine_with_warmup
|
| 67 |
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units: steps
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t_max: null
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| 73 |
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|
| 74 |
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|
| 75 |
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data:
|
| 76 |
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paths:
|
| 77 |
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| 78 |
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| 137 |
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size 1724212180
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step37500/rank333.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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step37500/rank342.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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step37500/rank343.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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step37500/rank355.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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step37500/rank356.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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size 1724212180
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step37500/rank357.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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step37500/rank36.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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step37500/rank399.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 1724212180
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step37500/rank404.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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step37500/rank405.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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size 1724212180
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step37500/rank429.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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|
step37500/rank459.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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size 1724212180
|
step37500/rank460.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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step37500/rank461.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
step37500/rank462.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 1724212180
|
step37500/rank463.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 1724212180
|
step37500/rank47.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 1724206529
|
step37500/rank476.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1724212180
|
step37500/rank483.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
|
|
|
|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1724212180
|
step37500/rank496.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 1724212180
|
step37500/rank51.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
|
|
|
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|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1724206529
|
step37500/rank68.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1724206529
|
step37500/rank88.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1724206529
|
step4000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
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|
| 1 |
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run_name: values7_1.1B_75B
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model:
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d_model: 1792
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activation_type: swiglu
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| 14 |
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block_type: sequential
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alibi: false
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rope: true
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| 19 |
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rope_theta: 10000
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| 30 |
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layer_norm_eps: 1.0e-05
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| 31 |
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attention_layer_norm_with_affine: false
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| 32 |
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| 33 |
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include_bias: false
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vocab_size: 50277
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embedding_size: 50304
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eos_token_id: 50277
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pad_token_id: 1
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init_device: meta
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init_fn: mitchell
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init_std: 0.02
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init_cutoff_factor: null
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precision: amp_bf16
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linear_type: values7
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num_trilm_matrix_scales: 1
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optimizer:
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| 52 |
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name: adamw
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betas:
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name: cosine_with_warmup
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data:
|
| 76 |
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paths:
|
| 77 |
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|
| 78 |
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| 79 |
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| 81 |
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| 82 |
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| 83 |
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| 85 |
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| 111 |
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| 131 |
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| 134 |
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| 135 |
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| 136 |
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|
| 137 |
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|
| 138 |
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| 139 |
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| 140 |
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| 141 |
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| 142 |
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|
| 143 |
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| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
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|
| 152 |
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| 153 |
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| 154 |
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|
| 168 |
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| 169 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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| 177 |
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| 178 |
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| 179 |
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| 180 |
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| 181 |
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|
| 183 |
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| 313 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 314 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 315 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 316 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 317 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 318 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 319 |
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- ../slimp/train/all_combined/combined_8/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 320 |
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- ../slimp/train/all_combined/combined_8/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 321 |
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- ../slimp/train/all_combined/combined_8/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 322 |
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- ../slimp/train/all_combined/combined_8/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 323 |
+
- ../slimp/train/all_combined/combined_8/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 324 |
+
- ../slimp/train/all_combined/combined_8/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 325 |
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- ../slimp/train/all_combined/combined_9/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 326 |
+
- ../slimp/train/all_combined/combined_9/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 327 |
+
- ../slimp/train/all_combined/combined_9/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 328 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 329 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 330 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 331 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 332 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 333 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 334 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 335 |
+
- ../slimp/train/all_combined/combined_9/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 336 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 337 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 338 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 339 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 340 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 341 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 342 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 343 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 344 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 345 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 346 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 347 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 348 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 349 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 350 |
+
- ../slimp/train/all_combined/combined_9/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 351 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 352 |
+
- ../slimp/train/all_combined/combined_9/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 353 |
+
- ../slimp/train/all_combined/combined_9/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 354 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 355 |
+
- ../slimp/train/all_combined/combined_9/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 356 |
+
- ../slimp/train/all_combined/combined_10/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 357 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 358 |
+
- ../slimp/train/all_combined/combined_10/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 359 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 360 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 361 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 362 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 363 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 364 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 365 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 366 |
+
- ../slimp/train/all_combined/combined_10/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 367 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 368 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 369 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 370 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 371 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 372 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 373 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 374 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 375 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 376 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 377 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 378 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 379 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 380 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 381 |
+
- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 382 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 383 |
+
- ../slimp/train/all_combined/combined_10/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 384 |
+
- ../slimp/train/all_combined/combined_10/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 385 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 386 |
+
- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
+
memmap_dtype: uint16
|
| 388 |
+
datasets: null
|
| 389 |
+
label_mask_paths: null
|
| 390 |
+
pad_direction: right
|
| 391 |
+
generate_attention_mask: false
|
| 392 |
+
generate_doc_lengths: false
|
| 393 |
+
num_workers: 0
|
| 394 |
+
drop_last: true
|
| 395 |
+
pin_memory: true
|
| 396 |
+
prefetch_factor: 16
|
| 397 |
+
persistent_workers: true
|
| 398 |
+
timeout: 0
|
| 399 |
+
seed: null
|
| 400 |
+
instance_filter: null
|
| 401 |
+
restore_dataloader: true
|
| 402 |
+
fast_forward_batches: null
|
| 403 |
+
evaluators: []
|
| 404 |
+
eval_interval: 500
|
| 405 |
+
tokenizer:
|
| 406 |
+
identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
+
truncate_direction: right
|
| 408 |
+
save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
+
remote_save_folder: null
|
| 410 |
+
canceled_check_interval: 50
|
| 411 |
+
save_interval: 500
|
| 412 |
+
save_interval_unsharded: 2000
|
| 413 |
+
save_interval_ephemeral: null
|
| 414 |
+
save_num_checkpoints_to_keep: 1
|
| 415 |
+
save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
+
save_overwrite: true
|
| 417 |
+
force_save_unsharded: false
|
| 418 |
+
no_pre_train_checkpoint: false
|
| 419 |
+
load_path: checkpoints/values7_1.1B_75B//latest
|
| 420 |
+
load_path_sharded_checkpointer: null
|
| 421 |
+
try_load_latest_save: false
|
| 422 |
+
reset_optimizer_state: false
|
| 423 |
+
reset_trainer_state: false
|
| 424 |
+
sharded_checkpointer: torch_legacy
|
| 425 |
+
new_style_checkpoints: null
|
| 426 |
+
max_duration: 37500
|
| 427 |
+
global_train_batch_size: 1024
|
| 428 |
+
device_train_batch_size: 2
|
| 429 |
+
device_train_microbatch_size: 2
|
| 430 |
+
device_eval_batch_size: 2
|
| 431 |
+
eval_subset_num_batches: -1
|
| 432 |
+
eval_on_load: false
|
| 433 |
+
device_train_grad_accum: 1
|
| 434 |
+
max_grad_norm: 1.0
|
| 435 |
+
max_grad_norm_ratio: null
|
| 436 |
+
precision: amp_bf16
|
| 437 |
+
wandb: null
|
| 438 |
+
speed_monitor:
|
| 439 |
+
window_size: 20
|
| 440 |
+
gpu_flops_available: null
|
| 441 |
+
console_log_interval: 1
|
| 442 |
+
gen1_gc_interval: 1
|
| 443 |
+
compile: null
|
| 444 |
+
distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step6000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
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| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
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n_heads: 28
|
| 8 |
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n_kv_heads: null
|
| 9 |
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clip_qkv: null
|
| 10 |
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n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
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attention_dropout: 0.0
|
| 23 |
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multi_query_attention: false
|
| 24 |
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attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
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embedding_dropout: 0.0
|
| 27 |
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embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
|
| 35 |
+
scale_logits: false
|
| 36 |
+
vocab_size: 50277
|
| 37 |
+
embedding_size: 50304
|
| 38 |
+
weight_tying: false
|
| 39 |
+
eos_token_id: 50277
|
| 40 |
+
pad_token_id: 1
|
| 41 |
+
init_device: meta
|
| 42 |
+
init_fn: mitchell
|
| 43 |
+
init_std: 0.02
|
| 44 |
+
init_cutoff_factor: null
|
| 45 |
+
precision: amp_bf16
|
| 46 |
+
scale_emb_init: false
|
| 47 |
+
emb_init_std: null
|
| 48 |
+
norm_after: false
|
| 49 |
+
linear_type: values7
|
| 50 |
+
num_trilm_matrix_scales: 1
|
| 51 |
+
optimizer:
|
| 52 |
+
name: adamw
|
| 53 |
+
learning_rate: 0.00022
|
| 54 |
+
weight_decay: 0.1
|
| 55 |
+
betas:
|
| 56 |
+
- 0.9
|
| 57 |
+
- 0.95
|
| 58 |
+
eps: 1.0e-05
|
| 59 |
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no_decay_norm_and_bias: null
|
| 60 |
+
selective_updates: false
|
| 61 |
+
decay_norm_and_bias: false
|
| 62 |
+
decay_embeddings: false
|
| 63 |
+
metrics_log_interval: 10
|
| 64 |
+
record_update_metrics: false
|
| 65 |
+
scheduler:
|
| 66 |
+
name: cosine_with_warmup
|
| 67 |
+
units: steps
|
| 68 |
+
t_warmup: 375
|
| 69 |
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t_max: null
|
| 70 |
+
alpha_f: 0.1
|
| 71 |
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grad_clip_warmup_steps: null
|
| 72 |
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grad_clip_warmup_factor: null
|
| 73 |
+
warmup_min_lr: null
|
| 74 |
+
remove_weight_decay_in_second_half: false
|
| 75 |
+
data:
|
| 76 |
+
paths:
|
| 77 |
+
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
+
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|
| 137 |
+
- ../slimp/train/all_combined/combined_2/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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distributed_strategy: fsdp
|
| 445 |
+
fsdp:
|
| 446 |
+
use_orig_params: true
|
| 447 |
+
sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
+
wrapping_strategy: by_block_and_size
|
| 449 |
+
precision: mixed
|
| 450 |
+
hybrid_sharding_num_model_replicas: null
|
| 451 |
+
ddp: null
|
| 452 |
+
softmax_auxiliary_loss: false
|
| 453 |
+
auxiliary_loss_multiplier: 0.0001
|
| 454 |
+
time_limit: null
|
| 455 |
+
extra_steps_after_cancel: 10
|
| 456 |
+
early_stopping_factor: null
|
| 457 |
+
save_data_indices: true
|
| 458 |
+
python_profiling: false
|
| 459 |
+
torch_profiling: false
|
| 460 |
+
stop_at: 37510
|
| 461 |
+
stop_after: null
|
| 462 |
+
activation_checkpointing: null
|
| 463 |
+
fused_loss: null
|
| 464 |
+
hf_datasets_cache_dir: null
|
| 465 |
+
module_outputs_save_steps: null
|
step8000-unsharded/config.yaml
ADDED
|
@@ -0,0 +1,465 @@
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|
|
|
| 1 |
+
run_name: values7_1.1B_75B
|
| 2 |
+
seed: 6198
|
| 3 |
+
epoch: null
|
| 4 |
+
dry_run: false
|
| 5 |
+
model:
|
| 6 |
+
d_model: 1792
|
| 7 |
+
n_heads: 28
|
| 8 |
+
n_kv_heads: null
|
| 9 |
+
clip_qkv: null
|
| 10 |
+
n_layers: 24
|
| 11 |
+
mlp_ratio: 4
|
| 12 |
+
mlp_hidden_size: 10240
|
| 13 |
+
activation_type: swiglu
|
| 14 |
+
block_type: sequential
|
| 15 |
+
block_group_size: 1
|
| 16 |
+
alibi: false
|
| 17 |
+
alibi_bias_max: 8.0
|
| 18 |
+
rope: true
|
| 19 |
+
rope_full_precision: true
|
| 20 |
+
rope_theta: 10000
|
| 21 |
+
flash_attention: false
|
| 22 |
+
attention_dropout: 0.0
|
| 23 |
+
multi_query_attention: false
|
| 24 |
+
attention_layer_norm: false
|
| 25 |
+
residual_dropout: 0.0
|
| 26 |
+
embedding_dropout: 0.0
|
| 27 |
+
embedding_layer_norm: false
|
| 28 |
+
layer_norm_type: rms
|
| 29 |
+
layer_norm_with_affine: true
|
| 30 |
+
layer_norm_eps: 1.0e-05
|
| 31 |
+
attention_layer_norm_with_affine: false
|
| 32 |
+
max_sequence_length: 2048
|
| 33 |
+
include_bias: false
|
| 34 |
+
bias_for_layer_norm: false
|
| 35 |
+
scale_logits: false
|
| 36 |
+
vocab_size: 50277
|
| 37 |
+
embedding_size: 50304
|
| 38 |
+
weight_tying: false
|
| 39 |
+
eos_token_id: 50277
|
| 40 |
+
pad_token_id: 1
|
| 41 |
+
init_device: meta
|
| 42 |
+
init_fn: mitchell
|
| 43 |
+
init_std: 0.02
|
| 44 |
+
init_cutoff_factor: null
|
| 45 |
+
precision: amp_bf16
|
| 46 |
+
scale_emb_init: false
|
| 47 |
+
emb_init_std: null
|
| 48 |
+
norm_after: false
|
| 49 |
+
linear_type: values7
|
| 50 |
+
num_trilm_matrix_scales: 1
|
| 51 |
+
optimizer:
|
| 52 |
+
name: adamw
|
| 53 |
+
learning_rate: 0.00022
|
| 54 |
+
weight_decay: 0.1
|
| 55 |
+
betas:
|
| 56 |
+
- 0.9
|
| 57 |
+
- 0.95
|
| 58 |
+
eps: 1.0e-05
|
| 59 |
+
no_decay_norm_and_bias: null
|
| 60 |
+
selective_updates: false
|
| 61 |
+
decay_norm_and_bias: false
|
| 62 |
+
decay_embeddings: false
|
| 63 |
+
metrics_log_interval: 10
|
| 64 |
+
record_update_metrics: false
|
| 65 |
+
scheduler:
|
| 66 |
+
name: cosine_with_warmup
|
| 67 |
+
units: steps
|
| 68 |
+
t_warmup: 375
|
| 69 |
+
t_max: null
|
| 70 |
+
alpha_f: 0.1
|
| 71 |
+
grad_clip_warmup_steps: null
|
| 72 |
+
grad_clip_warmup_factor: null
|
| 73 |
+
warmup_min_lr: null
|
| 74 |
+
remove_weight_decay_in_second_half: false
|
| 75 |
+
data:
|
| 76 |
+
paths:
|
| 77 |
+
- ../slimp/train/all_combined/combined_1/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 78 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 79 |
+
- ../slimp/train/all_combined/combined_1/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 80 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 81 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 82 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 83 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 84 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 85 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 86 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 87 |
+
- ../slimp/train/all_combined/combined_1/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 88 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 89 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 90 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 91 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 92 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 93 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 94 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 95 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 96 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 97 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 98 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 99 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 100 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 101 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 102 |
+
- ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 103 |
+
- ../slimp/train/all_combined/combined_1/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 104 |
+
- ../slimp/train/all_combined/combined_1/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 105 |
+
- ../slimp/train/all_combined/combined_1/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 106 |
+
- ../slimp/train/all_combined/combined_1/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 107 |
+
- ../slimp/train/all_combined/combined_1/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 108 |
+
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| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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- ../slimp/train/all_combined/combined_10/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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- ../slimp/train/all_combined/combined_10/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
|
| 387 |
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memmap_dtype: uint16
|
| 388 |
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datasets: null
|
| 389 |
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label_mask_paths: null
|
| 390 |
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pad_direction: right
|
| 391 |
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generate_attention_mask: false
|
| 392 |
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generate_doc_lengths: false
|
| 393 |
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|
| 399 |
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| 400 |
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instance_filter: null
|
| 401 |
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|
| 402 |
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fast_forward_batches: null
|
| 403 |
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evaluators: []
|
| 404 |
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eval_interval: 500
|
| 405 |
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tokenizer:
|
| 406 |
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identifier: ../spectra_tokenizer/tokenizer.json
|
| 407 |
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truncate_direction: right
|
| 408 |
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save_folder: checkpoints/values7_1.1B_75B/
|
| 409 |
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remote_save_folder: null
|
| 410 |
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|
| 411 |
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save_interval: 500
|
| 412 |
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|
| 413 |
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|
| 414 |
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save_num_checkpoints_to_keep: 1
|
| 415 |
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save_num_unsharded_checkpoints_to_keep: -1
|
| 416 |
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save_overwrite: true
|
| 417 |
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|
| 418 |
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no_pre_train_checkpoint: false
|
| 419 |
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load_path: checkpoints/values7_1.1B_75B//latest
|
| 420 |
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|
| 421 |
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|
| 422 |
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| 423 |
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reset_trainer_state: false
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| 424 |
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|
| 425 |
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new_style_checkpoints: null
|
| 426 |
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max_duration: 37500
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global_train_batch_size: 1024
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device_eval_batch_size: 2
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device_train_grad_accum: 1
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|
| 435 |
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max_grad_norm_ratio: null
|
| 436 |
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precision: amp_bf16
|
| 437 |
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wandb: null
|
| 438 |
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speed_monitor:
|
| 439 |
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window_size: 20
|
| 440 |
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gpu_flops_available: null
|
| 441 |
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console_log_interval: 1
|
| 442 |
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gen1_gc_interval: 1
|
| 443 |
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compile: null
|
| 444 |
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distributed_strategy: fsdp
|
| 445 |
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fsdp:
|
| 446 |
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use_orig_params: true
|
| 447 |
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sharding_strategy: _HYBRID_SHARD_ZERO2
|
| 448 |
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wrapping_strategy: by_block_and_size
|
| 449 |
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precision: mixed
|
| 450 |
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hybrid_sharding_num_model_replicas: null
|
| 451 |
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ddp: null
|
| 452 |
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softmax_auxiliary_loss: false
|
| 453 |
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auxiliary_loss_multiplier: 0.0001
|
| 454 |
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time_limit: null
|
| 455 |
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extra_steps_after_cancel: 10
|
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|
| 457 |
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| 458 |
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python_profiling: false
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| 459 |
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torch_profiling: false
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| 460 |
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stop_at: 37510
|
| 461 |
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stop_after: null
|
| 462 |
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activation_checkpointing: null
|
| 463 |
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fused_loss: null
|
| 464 |
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hf_datasets_cache_dir: null
|
| 465 |
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module_outputs_save_steps: null
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