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  1. config.yaml +465 -0
  2. data-indices/rank104.tsv.gz +3 -0
  3. data-indices/rank106.tsv.gz +3 -0
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  34. data-indices/rank248.tsv.gz +3 -0
  35. data-indices/rank253.tsv.gz +3 -0
  36. data-indices/rank26.tsv.gz +3 -0
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  38. data-indices/rank266.tsv.gz +3 -0
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  42. data-indices/rank288.tsv.gz +3 -0
  43. data-indices/rank291.tsv.gz +3 -0
  44. data-indices/rank293.tsv.gz +3 -0
  45. data-indices/rank30.tsv.gz +3 -0
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  48. data-indices/rank308.tsv.gz +3 -0
  49. data-indices/rank315.tsv.gz +3 -0
  50. data-indices/rank317.tsv.gz +3 -0
config.yaml ADDED
@@ -0,0 +1,465 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ run_name: values7_1.1B_150B
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+ seed: 6198
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+ epoch: null
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+ dry_run: false
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+ model:
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+ d_model: 1792
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+ n_heads: 28
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+ n_kv_heads: null
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+ clip_qkv: null
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+ n_layers: 24
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+ mlp_ratio: 4
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+ mlp_hidden_size: 10240
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+ activation_type: swiglu
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+ block_type: sequential
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+ block_group_size: 1
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+ alibi: false
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+ alibi_bias_max: 8.0
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+ rope: true
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+ rope_full_precision: true
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+ rope_theta: 10000
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+ flash_attention: false
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+ attention_dropout: 0.0
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+ multi_query_attention: false
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+ attention_layer_norm: false
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+ residual_dropout: 0.0
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+ embedding_dropout: 0.0
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+ embedding_layer_norm: false
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+ layer_norm_type: rms
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+ layer_norm_with_affine: true
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+ layer_norm_eps: 1.0e-05
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+ attention_layer_norm_with_affine: false
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+ max_sequence_length: 2048
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+ include_bias: false
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+ bias_for_layer_norm: false
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+ scale_logits: false
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+ vocab_size: 50277
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+ embedding_size: 50304
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+ weight_tying: false
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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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+ scale_emb_init: false
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+ emb_init_std: null
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+ norm_after: false
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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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+ name: adamw
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+ learning_rate: 0.00022
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+ weight_decay: 0.1
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+ betas:
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+ - 0.9
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+ - 0.95
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+ eps: 1.0e-05
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+ no_decay_norm_and_bias: null
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+ selective_updates: false
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+ decay_norm_and_bias: false
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+ decay_embeddings: false
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+ metrics_log_interval: 10
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+ record_update_metrics: false
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+ scheduler:
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+ name: cosine_with_warmup
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+ units: steps
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+ t_warmup: 375
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+ t_max: null
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+ alpha_f: 0.1
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+ grad_clip_warmup_steps: null
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+ grad_clip_warmup_factor: null
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+ warmup_min_lr: null
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+ remove_weight_decay_in_second_half: false
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+ data:
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+ paths:
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+ - ../slimp/train/all_combined/combined_2/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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