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11. GitHub unsloth: 5X faster 60% less memory QLoRA finetuning

    2024-01-29 Tags: llm, qlora, fine tuning, github, quantization by klotz
12. How to fine-tune an open-source LLaMa using QLoRa

    2024-01-28 Tags: llm, qlora, llama, fine tuning, quantization by klotz
13. Preference Tuning LLMs with Direct Preference Optimization Methods

    2024-01-18 Tags: llm, dpo, fine tuning, huggingface by klotz
14. Supervised Fine Tuning

    2024-01-17 Tags: sft, llm, fine tuning by klotz
15. 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
16. How to train coding LLMs with small auto-generated datasets

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

    2023-12-20 Tags: llm, fine tuning, reddit, oobabooga by klotz
18. 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
19. 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
20. Easily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and More

    2023-12-10 Tags: llm, lora, qlora, peft, fine tuning by klotz

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