| base_model: meta-llama/Llama-2-7b-hf | |
| base_model_config: meta-llama/Llama-2-7b-hf | |
| model_type: MistralForCausalLM | |
| tokenizer_type: LlamaTokenizer | |
| is_mistral_derived_model: true | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| datasets: | |
| - path: timdettmers/openassistant-guanaco | |
| type: completion | |
| dataset_prepared_path: | |
| val_set_size: 0.1 | |
| output_dir: ./out | |
| sequence_len: 4096 | |
| sample_packing: false | |
| pad_to_sequence_len: false | |
| wandb_project: llama-neft-guanaco | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_run_id: | |
| wandb_log_model: | |
| gradient_accumulation_steps: 2 | |
| micro_batch_size: 8 | |
| num_epochs: 3 | |
| optimizer: adamw_torch | |
| lr_scheduler: cosine | |
| learning_rate: 0.000038 | |
| train_on_inputs: false | |
| group_by_length: false | |
| bf16: true | |
| fp16: false | |
| tf32: false | |
| gradient_checkpointing: true | |
| early_stopping_patience: | |
| resume_from_checkpoint: | |
| local_rank: | |
| logging_steps: 1 | |
| xformers_attention: | |
| flash_attention: true | |
| noisy_embedding_alpha: 5 | |
| warmup_steps: 10 | |
| eval_steps: 0.0666666666 | |
| save_steps: | |
| debug: | |
| deepspeed: deepspeed/zero2.json | |
| weight_decay: 0.0 | |
| fsdp: | |
| fsdp_config: | |
| special_tokens: | |
| bos_token: "<s>" | |
| eos_token: "</s>" | |
| unk_token: "<unk>" | |