38 lines
813 B
YAML
38 lines
813 B
YAML
base_model: EleutherAI/pythia-1.4b-deduped
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model_type: GPTNeoXForCausalLM
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tokenizer_type: AutoTokenizer
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load_in_8bit: true
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datasets:
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- path: ./data/alpaca_data_gpt4.jsonl
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type: alpaca
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- path: ./data/vicuna_cleaned.jsonl
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type: sharegpt
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- path: ./data/gpt4-instruct-similarity-0.6-dataset.jsonl
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type: gpteacher
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- path: ./data/roleplay-similarity_0.6-instruct-dataset.jsonl
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type: gpteacher
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val_set_size: 0.05
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adapter: lora
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sequence_len: 2048
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lora_r: 16
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lora_alpha: 32
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lora_dropout: 0.05
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lora_target_modules:
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- q_proj
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- v_proj
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wandb_project:
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wandb_watch:
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wandb:run_name:
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wandb_log_model: checkpoint
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output_dir: ./lora-alpaca
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batch_size: 128
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micro_batch_size: 8
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num_epochs: 5
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learning_rate: 0.0003
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train_on_inputs: false
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bf16: True
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fp16: True
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resume_from_checkpoint:
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local_rank:
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deepspeed:
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