40 lines
909 B
YAML
40 lines
909 B
YAML
base_model: EleutherAI/gpt-neox-20b
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base_model_ignore_patterns: pytorch* # prefer safetensors
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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: nomic-ai/gpt4all-j-prompt-generations
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type: alpaca
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shards: 4
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shards_index: 0
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dataset_prepared_path: last_run_prepared
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val_set_size: 0.05
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adapter: lora
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lora_model_dir:
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sequence_len: 2048
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max_packed_sequence_len: 2048
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lora_r: 8
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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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- query_key_value
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lora_fan_in_fan_out: true # pythia/GPTNeoX lora specific
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wandb_project: gpt4all-neox-20b
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wandb_watch:
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wandb_run_id:
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wandb_log_model: checkpoint
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output_dir: ./gpt4all-neox-20b
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batch_size: 48
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micro_batch_size: 4
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num_epochs: 5
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learning_rate: 0.00003
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lr_scheduler: one_cycle
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train_on_inputs: false
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group_by_length: false
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bf16: True
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tf32: True
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early_stopping_patience:
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resume_from_checkpoint:
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local_rank:
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