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Tags: qlora* + unsloth* + parameter-efficient training* + lora* + llm*

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1. Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth

   This article provides a comprehensive guide on fine-tuning the Llama 3.1 language model using Unsloth for efficient parameter-efficient training. It covers concepts like supervised fine-tuning, LoRA, QLoRA, and practical steps for training on a high-quality dataset.

   2024-07-30 Tags: llama 3.1, fine-tuning, unsloth, lora, qlora, parameter-efficient training, llm, nlp by klotz

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