| base_model: /workspace/models/Mistral-7B-v0.1 | |
| model_type: MistralForCausalLM | |
| tokenizer_type: LlamaTokenizer | |
| is_mistral_derived_model: true | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| datasets: | |
| - path: /workspace/datasets/dolphin/dolphin201.jsonl | |
| type: alpaca_w_system.load_open_orca_chatml | |
| - path: /workspace/datasets/dolphin-coder-translate.jsonl | |
| type: alpaca_w_system.load_open_orca_chatml | |
| - path: /workspace/datasets/dolphin-coder-codegen.jsonl | |
| type: alpaca_w_system.load_open_orca_chatml | |
| - path: /workspace/datasets/data-evol_instruct-decontaminated-converted.jsonl | |
| type: alpaca_w_system.load_open_orca_chatml | |
| - path: /workspace/datasets/data-oss_instruct-decontaminated-converted.jsonl | |
| type: alpaca_w_system.load_open_orca_chatml | |
| - path: /workspace/datasets/CapybaraPure_Decontaminated-converted.jsonl | |
| type: sharegpt | |
| conversation: chatml | |
| - path: /workspace/datasets/not_samantha_norefusals.jsonl | |
| type: sharegpt | |
| conversation: chatml | |
| - path: /workspace/datasets/openhermes.json | |
| type: alpaca | |
| prompt_style: chatml | |
| dataset_prepared_path: last_run_prepared | |
| val_set_size: 0.005 | |
| output_dir: /workspace/dolphin-2.6-mistral-7b | |
| sequence_len: 16384 | |
| sample_packing: true | |
| pad_to_sequence_len: true | |
| wandb_project: dolphin | |
| wandb_entity: | |
| wandb_watch: | |
| wandb_run_id: | |
| wandb_log_model: | |
| gradient_accumulation_steps: 8 | |
| micro_batch_size: 3 | |
| num_epochs: 4 | |
| adam_beta2: 0.95 | |
| adam_epsilon: 0.00001 | |
| max_grad_norm: 1.0 | |
| lr_scheduler: cosine | |
| learning_rate: 0.000005 | |
| optimizer: adamw_bnb_8bit | |
| 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 | |
| warmup_steps: 10 | |
| eval_steps: 73 | |
| eval_table_size: | |
| eval_table_max_new_tokens: | |
| eval_sample_packing: true | |
| saves_per_epoch: | |
| save_steps: 73 | |
| save_total_limit: 2 | |
| debug: | |
| deepspeed: deepspeed/zero3.json | |
| weight_decay: 0.1 | |
| fsdp: | |
| fsdp_config: | |
| special_tokens: | |
| eos_token: "</s>" | |
| tokens: | |
| - "<|im_start|>" |