| base_model: EleutherAI/gpt-neox-20b | |
| base_model_ignore_patterns: pytorch* # prefer safetensors | |
| model_type: GPTNeoXForCausalLM | |
| tokenizer_type: AutoTokenizer | |
| load_in_8bit: true | |
| datasets: | |
| - path: nomic-ai/gpt4all-j-prompt-generations | |
| type: alpaca | |
| shards: 4 | |
| shards_index: 0 | |
| dataset_prepared_path: last_run_prepared | |
| val_set_size: 0.05 | |
| adapter: lora | |
| lora_model_dir: | |
| sequence_len: 2048 | |
| max_packed_sequence_len: 2048 | |
| lora_r: 8 | |
| lora_alpha: 32 | |
| lora_dropout: 0.05 | |
| lora_target_modules: | |
| - query_key_value | |
| lora_fan_in_fan_out: true # pythia/GPTNeoX lora specific | |
| wandb_project: gpt4all-neox-20b | |
| wandb_watch: | |
| wandb_run_id: | |
| wandb_log_model: checkpoint | |
| output_dir: ./gpt4all-neox-20b | |
| batch_size: 48 | |
| micro_batch_size: 4 | |
| num_epochs: 5 | |
| learning_rate: 0.00003 | |
| lr_scheduler: one_cycle | |
| train_on_inputs: false | |
| group_by_length: false | |
| bf16: True | |
| tf32: True | |
| early_stopping_patience: | |
| resume_from_checkpoint: | |
| local_rank: | |