Shypd.aiThe largest open index of AI toolsLLMs-Zero-to-Hero is an open-source educational resource that provides a hands-on approach to learning about Large Language Models (LLMs). It offers a structured curriculum with code, explanations, and video lectures to help users build LLMs from scratch.
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LLMs-Zero-to-Hero is an open-source educational resource designed to guide individuals from basic understanding to advanced proficiency in Large Language Models (LLMs). The project emphasizes a hands-on approach, providing fully handwritten code examples and detailed explanations for each concept. It covers a wide range of topics, including the training process of dense and MOE models, pre-training, fine-tuning (SFT, DPO, RLHF), and deployment strategies like inference optimization and quantization. The resource also includes้ ๅฅ่ง้ข่ฎฒ่งฃ (accompanying video explanations) on Bilibili and offers GPU mirror images for model training, with a minimum requirement of 3090/4090 GPUs. It aims to provide a systematic learning path for aspiring LLM developers.
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