Shypd.aiThe largest open index of AI toolsml-engineering is an open-source collection of methodologies and tools for training and fine-tuning large language models and multi-modal models. It provides step-by-step instructions and scripts for successful model training and inference.
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ml-engineering is an open-source collection of methodologies, tools, and step-by-step instructions designed to assist with the successful training and fine-tuning of large language models (LLMs) and multi-modal models (VLMs). This resource is highly technical, suitable for LLM/VLM training engineers and operators, offering numerous scripts and copy-n-paste commands for quick problem-solving. It's a brain dump of experiences from training models like BLOOM-176B and IDEFICS-80B, covering topics from hardware and orchestration to training, inference, and debugging. The project also provides ebook versions and links to related resources like 'The Art of Debugging'.
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