llm_surgery
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Eval Harness Results
95 views
Last edit 1 year agoDataset Viz [WIP]
Dataset: Alpaca, OpenHermes 2.5 sample 50k and Ultrachat/feedback
47 views Last edit 1 year agoHow to Fine-Tune an LLM Part 1: Preparing a Dataset for Instruction Tuning
Learn how to fine-tune an LLM on an instruction dataset! We'll cover how to format the data and train a model like Llama2, Mistral, etc. is this minimal example in (almost) pure PyTorch.
72918 views Last edit 9 months agoHow to Fine-tune an LLM Part 3: The HuggingFace Trainer
Exploring how to get the best out of the Hugging Face Trainer and subclasses
39474 views Last edit 1 year ago