wehub-resource-sync
33 lines
965 B
JSON
33 lines
965 B
JSON
{
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"model_name_or_path": "bigscience/bloomz-7b1-mt",
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"dataset_name_or_path": "./data",
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"output_dir": "./checkpoints/lora_ckpts",
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"per_device_train_batch_size": 4,
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"gradient_accumulation_steps": 4,
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"per_device_eval_batch_size": 8,
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"eval_accumulation_steps":16,
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"num_train_epochs": 3,
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"learning_rate": 3e-04,
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"warmup_steps": 30,
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"logging_steps": 1,
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"evaluation_strategy": "epoch",
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"save_strategy": "epoch",
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"src_length": 1024,
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"max_length": 2048,
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"fp16": true,
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"fp16_opt_level": "O2",
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"do_train": true,
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"do_eval": true,
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"disable_tqdm": true,
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"load_best_model_at_end": true,
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"eval_with_do_generation": false,
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"metric_for_best_model": "accuracy",
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"recompute": true,
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"save_total_limit": 1,
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"tensor_parallel_degree": 1,
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"pipeline_parallel_degree": 1,
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"lora": true,
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"zero_padding": false,
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"unified_checkpoint": true,
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"use_flash_attention": false
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} |