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README.md
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license: apache-2.0
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---
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qlora + 4bit finetuning
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license: apache-2.0
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---
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qlora + 4bit finetuning on sharegpt4 dataset.
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```
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "meta-llama/Llama-2-70b-hf",
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"bias": "none",
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"fan_in_fan_out": null,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"k_proj",
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"down_proj",
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"up_proj",
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"v_proj",
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"o_proj",
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"gate_proj"
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],
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```
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