| base_model: meta-llama/Meta-Llama-3-8B |
| model_type: AutoModelForCausalLM |
| tokenizer_type: AutoTokenizer |
| tokenizer_use_fast: false |
|
|
|
|
| load_in_8bit: false |
| load_in_4bit: false |
| strict: false |
| model_config: |
|
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| datasets: |
| - path: /workspace/datasets/dolphin-2.9/dolphin201-sharegpt2.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/Ultrachat200kunfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/dolphin-coder-translate-sharegpt2.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/dolphin-coder-codegen-sharegpt2.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/m-a-p_Code-Feedback-sharegpt-unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/m-a-p_CodeFeedback-Filtered-Instruction-sharegpt-unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/not_samantha_norefusals.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/Orca-Math-resort-unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/agent_instruct_react_unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/toolbench_instruct_j1s1_3k_unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/toolbench_negative_unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/toolbench_react_10p_unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/toolbench_tflan_cot_30p_unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/openhermes200k_unfiltered.jsonl |
| type: sharegpt |
| conversation: chatml |
| - path: /workspace/datasets/dolphin-2.9/SystemConversations.jsonl |
| type: sharegpt |
| conversation: chatml |
|
|
| chatml: chatml |
| |
|
|
| dataset_prepared_path: /workspace/datasets/dolphin-2.9/thingy |
| val_set_size: 0.0002 |
| output_dir: ./out |
|
|
| sequence_len: 4096 |
| sample_packing: true |
| pad_to_sequence_len: true |
|
|
| gradient_accumulation_steps: 4 |
| micro_batch_size: 3 |
| num_epochs: 3 |
| logging_steps: 1 |
| optimizer: adamw_8bit |
| lr_scheduler: cosine |
| learning_rate: 2e-5 |
|
|
| wandb_project: dolphin-2.9-mixtral-8x22b |
| wandb_watch: |
| wandb_run_id: |
| wandb_log_model: |
|
|
| train_on_inputs: false |
| group_by_length: false |
| bf16: auto |
| fp16: |
| tf32: false |
|
|
| gradient_checkpointing: true |
| gradient_checkpointing_kwargs: |
| use_reentrant: false |
| early_stopping_patience: |
| resume_from_checkpoint: |
| local_rank: |
| logging_steps: 1 |
| xformers_attention: |
| flash_attention: true |
| saves_per_epoch: 4 |
| save_total_limit: 2 |
| save_steps: |
| evals_per_epoch: 4 |
| eval_sample_packing: false |
| debug: |
| deepspeed: deepspeed_configs/zero3_bf16.json |
| weight_decay: 0.05 |
| fsdp: |
| fsdp_config: |
| special_tokens: |
| eos_token: "<|im_end|>" |
| pad_token: "<|end_of_text|>" |
| tokens: |
| - "<|im_start|>" |
| - "<|im_end|>" |
|
|
