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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. Easily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and More

    2023-12-10 Tags: llm, lora, qlora, peft, fine tuning by klotz
13. IS-LM StableLM 3B economics LLM

    Details:
    IS-LM 3B is StableLM 3B 4E1T(Licensed under CC BY-SA 4.0.) instruction tuned on DataForge Economics for 3 epochs with QLoRA(2305.14314).

    2023-11-22 Tags: llm, economics, qlora by klotz
14. Private GPT: Fine-Tune LLM on Enterprise Data | by Priya Dwivedi | Jul, 2023 | Towards Data Science

    2023-08-01 Tags: llm, gpt, lora, qlora, machine learning, low-rank, adapter by klotz

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