Add per-source models
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- arxiv_papers/checkpoint_metadata.json +9 -0
- arxiv_papers/config.yaml +144 -0
- arxiv_papers/model/decoder/0/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/0/pp_block/attn/qkv_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/0/pp_block/input_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/0/pp_block/mlp/down_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/0/pp_block/mlp/gate_up_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/0/pp_block/post_attention_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/1/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/1/pp_block/attn/qkv_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/1/pp_block/input_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/1/pp_block/mlp/down_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/1/pp_block/mlp/gate_up_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/1/pp_block/post_attention_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/10/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/10/pp_block/attn/qkv_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/10/pp_block/input_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/10/pp_block/mlp/down_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/10/pp_block/mlp/gate_up_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/10/pp_block/post_attention_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/11/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/11/pp_block/attn/qkv_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/11/pp_block/input_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/11/pp_block/mlp/down_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/11/pp_block/mlp/gate_up_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/11/pp_block/post_attention_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/12/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/12/pp_block/attn/qkv_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/12/pp_block/input_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/12/pp_block/mlp/down_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/12/pp_block/mlp/gate_up_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/12/pp_block/post_attention_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/13/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/13/pp_block/attn/qkv_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/13/pp_block/input_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/13/pp_block/mlp/down_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/13/pp_block/mlp/gate_up_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/13/pp_block/post_attention_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/14/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/14/pp_block/attn/qkv_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/14/pp_block/input_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/14/pp_block/mlp/down_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/14/pp_block/mlp/gate_up_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/14/pp_block/post_attention_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/15/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/15/pp_block/attn/qkv_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/15/pp_block/input_layernorm/model_weight.safetensors +3 -0
- arxiv_papers/model/decoder/15/pp_block/mlp/down_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/15/pp_block/mlp/gate_up_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors +3 -0
- arxiv_papers/model/decoder/15/pp_block/post_attention_layernorm/model_weight.safetensors +3 -0
arxiv_papers/checkpoint_metadata.json
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{
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"dp": 64,
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"metas": {
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"consumed_train_samples": 14336000,
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"last_train_step": 14000
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},
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"tp": 1,
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"version": "1.2"
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}
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arxiv_papers/config.yaml
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checkpoints:
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checkpoint_interval: 500
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checkpoints_path: /scratch/craffel/checkpoints/commav0p1-ablations-1p82G-commonpile0p1filteredarxiv_papers-seed-6-
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checkpoints_path_is_shared_file_system: false
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resume_checkpoint_path: s3://comma-v0.1-ablations/checkpoints/commav0p1-ablations-1p82G-commonpile0p1filteredarxiv_papers-seed-6-
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save_initial_state: true
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data:
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dataset:
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dataloader_type: single
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dataset_max_tokens: null
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dataset_weights: null
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datasets:
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- bits_per_token: 16
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filename_pattern: .*\.ds$
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folder: /scratch/dataset/commav0p1-ablations-1p82G-commonpile0p1filteredarxiv_papers-seed-6-/
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original_folder: null
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seed: 6
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shuffle: true
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skip_tokens: 0
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pad_samples_to_global_batch_size: false
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skip_in_stream: true
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num_loading_workers: 0
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seed: 6
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experiment_logger:
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tensorboard_logger:
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push_to_hub_interval: 300
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repo_id: craffel/commav0p1-ablations
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repo_public: false
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tensorboard_dir: /scratch/craffel/tensorboard-craffel-commav0p1-ablations
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wandb_logger: null
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general:
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benchmark_csv_path: null
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consumed_train_samples: 14336000
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ignore_sanity_checks: true
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project: commav0p1-ablations
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run: commav0p1-ablations-1p82G-commonpile0p1filteredarxiv_papers-seed-6-
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seed: 42
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step: 14000
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kill_switch_path: null
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lighteval:
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batch_size: 16
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checkpoints_path: null
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generation: null
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logging:
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hub_repo_details: null
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hub_repo_results: null
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hub_repo_tensorboard: craffel/commav0p1-ablations
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local_output_path: /scratch/craffel/lighteval/commav0p1-ablations-1p82G-commonpile0p1filteredarxiv_papers-seed-6-
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push_details_to_hub: false
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push_results_to_hub: false
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push_results_to_tensorboard: true
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tensorboard_metric_prefix: e
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parallelism:
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dp: 8
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expert_parallel_size: 1
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pp: 1
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pp_engine: 1f1b
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tp: 1
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tp_linear_async_communication: false
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tp_mode: ALL_REDUCE
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slurm_script_dir: /fsx/craffel/train/eval-scripts
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slurm_template: /fsx/craffel/run_eval.slurm.jinja
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tasks:
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custom_tasks: brrr.lighteval.evaluation_tasks
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dataset_loading_processes: 8
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max_samples: 1000
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multichoice_continuations_start_space: null
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no_multichoice_continuations_start_space: null
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num_fewshot_seeds: null
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tasks: early-signal
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wandb: null
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logging:
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iteration_step_info_interval: 1
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log_level: info
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log_level_replica: info
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model:
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ddp_bucket_cap_mb: 25
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dtype: bfloat16
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init_method:
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std: 0.02
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make_vocab_size_divisible_by: 1
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model_config:
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bos_token_id: 1
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eos_token_id: 2
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hidden_act: silu
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hidden_size: 2048
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initializer_range: 0.02
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intermediate_size: 8192
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is_llama_config: true
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max_position_embeddings: 2048
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num_attention_heads: 32
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num_hidden_layers: 24
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num_key_value_heads: 32
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pad_token_id: null
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pretraining_tp: 1
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rms_norm_eps: 1.0e-05
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rope_scaling: null
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tie_word_embeddings: true
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use_cache: true
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vocab_size: 50272
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optimizer:
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accumulate_grad_in_fp32: true
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adam_beta1: 0.9
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adam_beta2: 0.95
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adam_eps: 1.0e-08
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clip_grad: 1.0
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learning_rate_scheduler:
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learning_rate: 0.0003
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lr_decay_starting_step: null
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lr_decay_steps: null
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lr_decay_style: cosine
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lr_warmup_steps: 500
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lr_warmup_style: linear
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min_decay_lr: 3.0e-05
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torch_adam_is_fused: true
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weight_decay: 0.1
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zero_stage: 0
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parallelism:
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dp: 64
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expert_parallel_size: 1
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pp: 1
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pp_engine: 1f1b
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tp: 1
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tp_linear_async_communication: true
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tp_mode: REDUCE_SCATTER
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profiler: null
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s3_upload:
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remove_after_upload: true
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s5cmd_concurrency: 5
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s5cmd_numworkers: 16
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s5cmd_path: /fsx/craffel/miniconda3/envs/exp/bin/s5cmd
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upload_s3_path: s3://comma-v0.1-ablations/checkpoints/commav0p1-ablations-1p82G-commonpile0p1filteredarxiv_papers-seed-6-
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tokenizer:
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tokenizer_max_length: null
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tokenizer_name_or_path: gpt2
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tokenizer_revision: null
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tokens:
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batch_accumulation_per_replica: 4
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limit_test_batches: 0
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limit_val_batches: 0
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micro_batch_size: 4
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sequence_length: 2048
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train_steps: 14305
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val_check_interval: 100
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arxiv_papers/model/decoder/0/pp_block/attn/o_proj/model_weight_pp-rank-0-of-1_tp-rank-0-of-1.safetensors
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arxiv_papers/model/decoder/0/pp_block/input_layernorm/model_weight.safetensors
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arxiv_papers/model/decoder/0/pp_block/post_attention_layernorm/model_weight.safetensors
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