First model version
Browse files- config.yaml +44 -0
- optimizer.pt +3 -0
- policy.pt +3 -0
- scheduler.pt +3 -0
config.yaml
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seed: 0
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exp_name: pythia410m_hh_ga4_dpo
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batch_size: 64
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eval_batch_size: 32
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debug: false
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fsdp_port: 12355
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datasets:
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- hh
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wandb:
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enabled: true
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entity: pythia_dpo
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project: Pythia_LOM
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local_dirs:
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- /scr-ssd
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- /scr
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- .cache
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sample_during_eval: false
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n_eval_model_samples: 16
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do_first_eval: true
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local_run_dir: .cache/laura/pythia410m_hh_ga4_dpo_2023-07-19_13-02-35_532776
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lr: 1.0e-06
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gradient_accumulation_steps: 4
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max_grad_norm: 10.0
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max_length: 512
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max_prompt_length: 256
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n_epochs: 1
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n_examples: null
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n_eval_examples: 256
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trainer: FSDPTrainer
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optimizer: RMSprop
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warmup_steps: 150
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activation_checkpointing: false
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eval_every: 19968
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minimum_log_interval_secs: 1.0
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model:
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name_or_path: EleutherAI/pythia-410m
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tokenizer_name_or_path: null
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archive: null
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block_name: GPTNeoXLayer
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policy_dtype: float32
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fsdp_policy_mp: bfloat16
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reference_dtype: float16
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loss:
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name: sft
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d61e9f7ae162b6ca0f3e6f4310f307a45d8d5f0718a757228d7f9e8d877108df
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size 1621435717
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policy.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7d5342d3950db163bc8bacb6d0a7eac25502526a3066e30cfd134a6f9da6d9a
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size 1722144187
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ef3bb892ec5f85ebcd911ec0358781fc843702c92bef54eec6bc38b127a23878
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size 627
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