stas00/ml-engineering

Machine Learning Engineering Guides and Tools

PythonShellpythonbashmachine-learningscalabilitytransformersslurmpytorchmakelarge-language-modelsllm
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Machine Learning Engineering Guides and Tools An open collection of methodologies to help with successful training of large language models and multi-modal models. This is a technical material suitable for LLM/VLM training engineers and operators. That is the content here contains lots of scripts and copy-n-paste commands to enable you to quickly address your needs. This repo is an ongoing brain dump of my experiences training Large Language Models (LLM) (and VLMs); a lot of the know-how I acquired...
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