rasbt/LLMs-from-scratch
github.com
пошаговый учебник по созданию языковой модели уровня GPT
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Learning
Self-hosted
103 955 open source
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Machine Learning for Beginners
github.com
(⭐36k) <br>
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Learning
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89 869 open source
microsoft/AI-For-Beginners
github.com
12 Weeks, 24 Lessons, AI for All!
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Learning
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67 533 open source
llm-course
github.com
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
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Learning
Self-hosted
82 061 open source
karpathy/nanoGPT
github.com
The simplest, fastest repository for training/finetuning medium-sized GPTs.
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Learning
Self-hosted
62 552 open source
karpathy/nanochat
github.com
The best ChatGPT that $100 can buy.
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Learning
Self-hosted
57 599 open source
anthropics/prompt-eng-interactive-tutorial
github.com
Anthropic's Interactive Prompt Engineering Tutorial
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Learning
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37 825 open source
karpathy/LLM101n
github.com
LLM101n: Let's build a Storyteller.
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Learning
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37 504 open source
RAG Techniques
github.com
35+ runnable Jupyter-notebook tutorials covering advanced RAG techniques: chunking, query transformation/HyDE, reranking, self-RAG, graph RAG, and evaluation.
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Learning
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29 264 open source