| base_model: mosaicml/mpt-7b | |
| tokenizer_type: AutoTokenizer | |
| trust_remote_code: true # required for mpt as their model class is not merged into transformers yet | |
| load_in_8bit: false | |
| datasets: | |
| - path: vicgalle/alpaca-gpt4 | |
| type: alpaca | |
| dataset_prepared_path: | |
| val_set_size: 0.02 | |
| adapter: | |
| lora_model_dir: | |
| sequence_len: 2048 | |
| max_packed_sequence_len: | |
| lora_r: 8 | |
| lora_alpha: 16 | |
| lora_dropout: 0.05 | |
| lora_target_modules: | |
| - q_proj | |
| - v_proj | |
| lora_fan_in_fan_out: false | |
| wandb_project: mpt-alpaca-7b | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_name: | |
| wandb_log_model: | |
| output_dir: ./mpt-alpaca-7b | |
| gradient_accumulation_steps: 1 | |
| micro_batch_size: 1 | |
| num_epochs: 4 | |
| optimizer: adamw_bnb_8bit | |
| torchdistx_path: | |
| lr_scheduler: cosine | |
| learning_rate: 0.0000002 | |
| train_on_inputs: false | |
| group_by_length: false | |
| bf16: true | |
| tf32: true | |
| early_stopping_patience: | |
| resume_from_checkpoint: | |
| local_rank: | |
| logging_steps: 5 | |
| xformers_attention: | |
| flash_attention: | |
| gptq_groupsize: | |
| gptq_model_v1: | |
| warmup_steps: 20 | |
| evals_per_epoch: 4 | |
| saves_per_epoch: 1 | |
| debug: | |
| deepspeed: | |
| weight_decay: 0.0001 | |
| fsdp: | |
| fsdp_config: | |
| tokens: | |
| pad_token: "<|padding|>" | |
| bos_token: "<|endoftext|>" | |
| eos_token: "<|endoftext|>" | |
| unk_token: "<|endoftext|>" | |