| ## costa stuff | |
| model_name: sophiex/pythia-2.8b-sft_hh_rlhf | |
| # model_revision: null | |
| dataset_name: sophiex/hh-rlhf | |
| tokenizer_name: EleutherAI/pythia-2.8b-deduped | |
| prompt_field: prompt | |
| eval_split: test | |
| max_prompt_length: 256 | |
| max_target_length: 256 | |
| max_length: 512 | |
| lr_scheduler_type: cosine | |
| ## hub stuff | |
| push_to_hub: True | |
| push_to_hub_organization: mnoukhov | |
| ## training stuff | |
| save_strategy: steps | |
| gold_eval: ppl | |
| gold_dataset_name: sophiex/hh-rlhf | |
| gold_target_field: chosen | |
| gold_eval_split: test | |
| eval_steps: 0.2 | |
| save_steps: 0.2 | |
| beta: 0.1 | |
| max_steps: -1 | |
| num_train_epochs: 1 | |
| load_in_8bit: False | |
| bf16: False | |
| fp16: True | |
| learning_rate: 1e-5 | |
| use_peft: True | |
| lora_r: 16 | |
| lora_alpha: 32 | |
| lora_dropout: 0. | |
| gradient_accumulation_steps: 4 | |
| per_device_train_batch_size: 4 | |
| per_device_eval_batch_size: 4 | |