| base_model: Neko-Institute-of-Science/LLaMA-7B-HF |
| base_model_config: Neko-Institute-of-Science/LLaMA-7B-HF |
| model_type: LlamaForCausalLM |
| tokenizer_type: LlamaTokenizer |
| load_in_8bit: true |
| load_4bit: |
| datasets: |
| - path: practicaldreamer/RPGPT_PublicDomain-ShareGPT |
| data_files: RPGPT_PublicDomain_v3-sharegpt.json |
| type: sharegpt |
| dataset_prepared_path: data/last_run_prepared |
| val_set_size: 0.0025 |
| adapter: lora |
| lora_model_dir: |
| sequence_len: 2048 |
| max_packed_sequence_len: |
| lora_r: 64 |
| lora_alpha: 128 |
| lora_dropout: 0.05 |
| lora_target_modules: |
| - q_proj |
| - v_proj |
| |
| |
| lora_fan_in_fan_out: false |
| wandb_project: |
| wandb_watch: |
| wandb_run_id: |
| wandb_log_model: checkpoint |
| output_dir: output_dir |
| batch_size: 128 |
| micro_batch_size: 4 |
| eval_batch_size: 1 |
| num_epochs: 1.25 |
| warmup_steps: 50 |
| logging_steps: |
| learning_rate: 0.00003 |
| optimizer: adamw_bnb_8bit |
| torchdistx_path: |
| lr_scheduler: cosine |
| train_on_inputs: false |
| group_by_length: false |
| bf16: true |
| tf32: true |
| gradient_checkpointing: true |
| early_stopping_patience: 2 |
| resume_from_checkpoint: |
| auto_resume_from_checkpoints: |
| local_rank: |
| xformers_attention: true |
| flash_attention: |
| gptq_groupsize: |
| gptq_model_v1: |
| save_steps: 4 |
| debug: |
| deepspeed: |
| weight_decay: 0.0 |
| fsdp: |
| fsdp_config: |
| fsdp_transformer_layer_cls_to_wrap: |
| fsdp_min_num_params: 2000 |
| fsdp_backward_prefetch: |
| - backward_pre |
| limit_all_gathers: false |
| special_tokens: |
| pad_token: "[PAD]" |
| bos_token: "<s>" |
| eos_token: "</s>" |
| unk_token: "<unk>" |
|
|
