| ## dpo 2 | |
| pseudo_dataset_name: mnoukhov/summarize_from_feedback_tldr3_generated_20k_relabel_pythia1b_dpo_temp0.7_length128 | |
| train_split: train[:1] | |
| max_prompt_length: 512 | |
| max_target_length: 131 | |
| max_length: 640 | |
| ## costa stuff | |
| model_name: vwxyzjn/EleutherAI_pythia-1b-deduped__sft__tldr | |
| model_revision: sft__55513__1706646024 | |
| dataset_name: vwxyzjn/summarize_from_feedback_oai_preprocessing_1706381144 | |
| tokenizer_name: EleutherAI/pythia-1b-deduped | |
| prompt_field: query | |
| eval_split: validation | |
| ## hub stuff | |
| push_to_hub: True | |
| push_to_hub_organization: mnoukhov | |
| ## training stuff | |
| gold_eval: ppl | |
| eval_steps: 0.2 | |
| save_steps: 0.2 | |
| beta: 0.5 | |
| max_steps: -1 | |
| num_train_epochs: 1 | |
| load_in_8bit: False | |
| bf16: True | |
| fp16: False | |
| learning_rate: 3e-6 | |
| use_peft: True | |
| lora_all_linear: True | |
| lora_r: 8 | |
| lora_alpha: 32 | |
| lora_dropout: 0.05 | |
| gradient_accumulation_steps: 4 | |
| per_device_train_batch_size: 16 | |
| per_device_eval_batch_size: 4 | |
| warmup_steps: 150 | |