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Tags: fine tuning* + llm*

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11. Finetune LLMs on your own consumer hardware using tools from PyTorch and Hugging Face ecosystem | PyTorch

    efficient method for fine-tuning LLM using LoRA and QLoRA, making it possible to train them even on consumer hardware

    2024-01-12 Tags: llm, fine tuning, qlora, lora, peft, pytorch, hugging face, fine-tuning, llms by klotz
12. How to train coding LLMs with small auto-generated datasets

    2024-01-02 Tags: llm, fine tuning, code generation by klotz
13. Fine tuning

    2023-12-20 Tags: llm, fine tuning, reddit, oobabooga by klotz
14. How we built “Mistral 7B Fine-Tune Optimized,” the best 7B model for fine-tuning - OpenPipe

    2023-12-20 Tags: llm, merging, mixtral, open pipe, fine tuning by klotz
15. Fine-Tune Your Own Open-Source LLM Using the Latest Techniques

    Tune a base LLama2 LLM to output SQL code. with Parameter Efficient Fine-Tuning techniques to optimise the process.

    2023-12-17 Tags: llm, llama 2, fine tuning, sql by klotz
16. Easily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and More

    2023-12-10 Tags: llm, lora, qlora, peft, fine tuning by klotz
17. Introducing Unsloth

    2023-12-01 Tags: llm, llama, fine tuning by klotz
18. If you use the web interface (oobabooga), then training a LoRa is as easy as cli... | Hacker News

    2023-11-29 Tags: oobabooga, fine tuning, llm by klotz
19. Using LangSmith to Support Fine-tuning

    2023-08-28 Tags: llm, langchain, langsmith, fine tuning by klotz
20. How to Fine-Tune Llama2 for Python Coding | Towards Data Science

    2023-08-28 Tags: llama-2, llm, fine tuning, cpu by klotz

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