42 lines
820 B
YAML
42 lines
820 B
YAML
base_model: facebook/galactica-1.3b
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model_type: AutoModelForCausalLM
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tokenizer_type: AutoTokenizer
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load_in_8bit: false
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datasets:
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- path: tatsu-lab/alpaca
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type: alpaca
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dataset_prepared_path: last_run_prepared
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val_set_size: 0.1
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adapter:
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lora_model_dir:
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sequence_len: 1024
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max_packed_sequence_len: 1024
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lora_r: 8
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lora_alpha: 16
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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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lora_fan_in_fan_out: false
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wandb_project:
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wandb_watch:
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wandb_run_id:
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wandb_log_model:
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output_dir: ./lora-llama-alpaca
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gradient_accumulation_steps: 1
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micro_batch_size: 16
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num_epochs: 3
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learning_rate: 0.00003
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train_on_inputs: false
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group_by_length: false
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bf16: false
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tf32: false
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early_stopping_patience:
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resume_from_checkpoint:
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local_rank:
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tokens:
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pad_token: "[PAD]"
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bos_token: "<s>"
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eos_token: "</s>"
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unk_token: "<unk>"
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