| base_model: huggyllama/llama-13b | |
| base_model_config: huggyllama/llama-13b | |
| model_type: LlamaForCausalLM | |
| tokenizer_type: LlamaTokenizer | |
| load_in_8bit: false | |
| datasets: | |
| - path: vicgalle/alpaca-gpt4 | |
| type: alpaca | |
| # - path: anon8231489123/ShareGPT_Vicuna_unfiltered | |
| # data_files: ShareGPT_V3_unfiltered_cleaned_split_no_imsorry.json | |
| # type: sharegpt | |
| # - path: ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered | |
| # type: alpaca | |
| dataset_prepared_path: data/last_run_prepared | |
| val_set_size: 0.04 | |
| adapter: | |
| lora_model_dir: | |
| sequence_len: 2048 | |
| max_packed_sequence_len: 2048 | |
| lora_r: 8 | |
| lora_alpha: 16 | |
| lora_dropout: 0.05 | |
| lora_target_modules: | |
| - q_proj | |
| - v_proj | |
| # - k_proj | |
| # - o_proj | |
| lora_fan_in_fan_out: false | |
| wandb_project: | |
| wandb_watch: | |
| wandb_run_id: | |
| wandb_log_model: checkpoint | |
| output_dir: ./wizard-lm-out | |
| batch_size: 128 | |
| micro_batch_size: 1 | |
| num_epochs: 2 | |
| warmup_steps: 46 | |
| logging_steps: | |
| learning_rate: 0.00003 | |
| optimizer: adamw_torch | |
| torchdistx_path: | |
| lr_scheduler: one_cycle | |
| log_sweep_min_lr: 2e-6 | |
| log_sweep_max_lr: 1e-4 | |
| train_on_inputs: false | |
| group_by_length: false | |
| bf16: true | |
| tf32: true | |
| gradient_checkpointing: | |
| early_stopping_patience: | |
| resume_from_checkpoint: | |
| auto_resume_from_checkpoints: | |
| local_rank: | |
| load_4bit: | |
| xformers_attention: | |
| flash_attention: true | |
| gptq_groupsize: | |
| gptq_model_v1: | |
| save_steps: | |
| 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>" | |