| seed: 0 | |
| exp_name: pythia_DPO_ga4 | |
| batch_size: 32 | |
| eval_batch_size: 32 | |
| debug: false | |
| fsdp_port: 12355 | |
| datasets: | |
| - hh | |
| wandb: | |
| enabled: true | |
| entity: pythia_dpo | |
| project: Pythia_LOM | |
| local_dirs: | |
| - /scr-ssd | |
| - /scr | |
| - .cache | |
| sample_during_eval: false | |
| n_eval_model_samples: 16 | |
| do_first_eval: true | |
| local_run_dir: .cache/laura/pythia_DPO_ga4_2023-07-16_20-48-32_998171 | |
| lr: 1.0e-06 | |
| gradient_accumulation_steps: 4 | |
| max_grad_norm: 10.0 | |
| max_length: 512 | |
| max_prompt_length: 256 | |
| n_epochs: 1 | |
| n_examples: null | |
| n_eval_examples: 256 | |
| trainer: FSDPTrainer | |
| optimizer: RMSprop | |
| warmup_steps: 150 | |
| activation_checkpointing: false | |
| eval_every: 20000 | |
| minimum_log_interval_secs: 1.0 | |
| model: | |
| name_or_path: EleutherAI/pythia-70m | |
| tokenizer_name_or_path: null | |
| archive: .cache/laura/pythia_SFT_ga4_2023-07-16_16-50-13_244945/step-159744/policy.pt | |
| block_name: GPTNeoXLayer | |
| policy_dtype: float32 | |
| fsdp_policy_mp: null | |
| reference_dtype: float16 | |
| loss: | |
| name: dpo | |
| beta: 0.1 | |
| reference_free: false | |