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- .gitattributes +0 -0
- model_config.yaml +118 -0
- model_weights/common.pt +3 -0
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.gitattributes
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model_config.yaml
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mcore_gpt: true
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micro_batch_size: 4
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global_batch_size: 8
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tensor_model_parallel_size: 1
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pipeline_model_parallel_size: 1
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virtual_pipeline_model_parallel_size: null
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encoder_seq_length: 8192
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max_position_embeddings: 8192
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num_layers: 80
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hidden_size: 8192
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ffn_hidden_size: 28672
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num_attention_heads: 64
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init_method_std: 0.02
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use_scaled_init_method: true
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hidden_dropout: 0.0
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attention_dropout: 0.0
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ffn_dropout: 0.0
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kv_channels: null
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apply_query_key_layer_scaling: true
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normalization: rmsnorm
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layernorm_epsilon: 1.0e-05
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do_layer_norm_weight_decay: false
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make_vocab_size_divisible_by: 128
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pre_process: true
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post_process: true
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persist_layer_norm: true
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bias: false
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activation: fast-swiglu
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headscale: false
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transformer_block_type: pre_ln
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openai_gelu: false
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normalize_attention_scores: true
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position_embedding_type: rope
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rotary_percentage: 1.0
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attention_type: multihead
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share_embeddings_and_output_weights: false
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overlap_p2p_comm: false
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batch_p2p_comm: true
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num_query_groups: 8
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tokenizer:
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library: huggingface
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type: meta-llama/Meta-Llama-3-70B
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use_fast: true
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native_amp_init_scale: 4294967296
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native_amp_growth_interval: 1000
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hysteresis: 2
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fp32_residual_connection: false
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fp16_lm_cross_entropy: false
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megatron_amp_O2: false
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grad_allreduce_chunk_size_mb: 125
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grad_div_ar_fusion: true
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gradient_accumulation_fusion: false
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bias_activation_fusion: false
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bias_dropout_add_fusion: false
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masked_softmax_fusion: true
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get_attention_mask_from_fusion: true
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apply_rope_fusion: false
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seed: 1234
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resume_from_checkpoint: null
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use_cpu_initialization: false
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onnx_safe: false
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apex_transformer_log_level: 30
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gradient_as_bucket_view: true
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sync_batch_comm: false
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activations_checkpoint_granularity: null
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activations_checkpoint_method: null
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activations_checkpoint_num_layers: null
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num_micro_batches_with_partial_activation_checkpoints: null
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activations_checkpoint_layers_per_pipeline: null
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sequence_parallel: false
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transformer_engine: true
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fp8: false
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fp8_e4m3: false
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fp8_hybrid: true
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fp8_margin: 0
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fp8_interval: 1
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fp8_amax_history_len: 1024
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fp8_amax_compute_algo: max
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reduce_amax: true
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use_emha: false
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data:
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index_mapping_dir: null
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data_impl: mmap
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splits_string: 900,50,50
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seq_length: 8192
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skip_warmup: true
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num_workers: 2
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dataloader_type: single
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reset_position_ids: false
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reset_attention_mask: false
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eod_mask_loss: false
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validation_drop_last: true
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no_seqlen_plus_one_input_tokens: false
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pad_samples_to_global_batch_size: false
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shuffle_documents: true
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nsys_profile:
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enabled: false
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start_step: 10
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end_step: 10
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ranks:
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gen_shape: false
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optim:
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name: fused_adam
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lr: 0.0002
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weight_decay: 0.01
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betas:
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sched:
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name: CosineAnnealing
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warmup_steps: 500
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constant_steps: 50000
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min_lr: 2.0e-05
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rotary_base: 500000.0
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precision: 16
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target: nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel
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nemo_version: 1.23.0rc0
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