| base_model: tiiuae/falcon-7b |
| base_model_config: tiiuae/falcon-7b |
| trust_remote_code: true |
| model_type: AutoModelForCausalLM |
| tokenizer_type: AutoTokenizer |
| load_in_8bit: true |
| load_in_4bit: false |
| gptq: false |
| strict: false |
| push_dataset_to_hub: |
| datasets: |
| - path: teknium/GPT4-LLM-Cleaned |
| type: alpaca:chat |
| dataset_prepared_path: last_run_prepared |
| val_set_size: 0.01 |
| adapter: lora |
| lora_model_dir: |
| sequence_len: 2048 |
| max_packed_sequence_len: |
| lora_r: 16 |
| lora_alpha: 32 |
| lora_dropout: 0.0 |
| lora_target_modules: |
| lora_target_linear: true |
| lora_fan_in_fan_out: |
| wandb_project: |
| wandb_watch: |
| wandb_run_id: |
| wandb_log_model: |
| output_dir: ./falcon-7b |
| batch_size: 2 |
| micro_batch_size: 1 |
| num_epochs: 4 |
| optimizer: adamw_bnb_8bit |
| torchdistx_path: |
| lr_scheduler: cosine |
| learning_rate: 0.00003 |
| train_on_inputs: false |
| group_by_length: false |
| bf16: true |
| fp16: false |
| tf32: true |
| gradient_checkpointing: true |
| early_stopping_patience: |
| resume_from_checkpoint: |
| local_rank: |
| logging_steps: 1 |
| xformers_attention: true |
| flash_attention: |
| gptq_groupsize: |
| gptq_model_v1: |
| warmup_steps: 40 |
| eval_steps: 5 |
| save_steps: 43 |
| debug: |
| deepspeed: |
| weight_decay: 0.0 |
| fsdp: |
| fsdp_config: |
| special_tokens: |
| pad_token: "<|endoftext|>" |
| bos_token: ">>ABSTRACT<<" |
| eos_token: "<|endoftext|>" |
|
|
