klotz: fine tuning*

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  1. - GitHub repository for a tutorial series called "0 to LitGPT."
    - Provides an overview of how to get started with LitGPT, which is an open-source implementation of GPT-3.
    - Offers various resources such as codes, issues, pull requests, actions, security features, insights, and more related to the LitGPT project.
    2024-03-28 Tags: , , , , by klotz
  2. - Discusses the use of consumer graphics cards for fine-tuning large language models (LLMs)
    - Compares consumer graphics cards, such as NVIDIA GeForce RTX Series GPUs, to data center and cloud computing GPUs
    - Highlights the differences in GPU memory and price between consumer and data center GPUs
    - Shares the author's experience using a GeForce 3090 RTX card with 24GB of GPU memory for fine-tuning LLMs
    2024-02-02 Tags: , , , , , by klotz
  3. efficient method for fine-tuning LLM using LoRA and QLoRA, making it possible to train them even on consumer hardware

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