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Learning

17 entries

rasbt/LLMs-from-scratch

github.com

пошаговый учебник по созданию языковой модели уровня GPT

Course Learning Self-hosted 103 955 open source

Machine Learning for Beginners

github.com

(⭐36k) <br>

Course Learning Self-hosted 89 869 open source

microsoft/AI-For-Beginners

github.com

12 Weeks, 24 Lessons, AI for All!

Course Learning Self-hosted 67 533 open source

llm-course

github.com

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Course Learning Self-hosted 82 061 open source

karpathy/nanoGPT

github.com

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Course Learning Self-hosted 62 552 open source

karpathy/nanochat

github.com

The best ChatGPT that $100 can buy.

Course Learning Self-hosted 57 599 open source

anthropics/claude-cookbooks

github.com

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Course Learning 52 239 open source

microsoft/generative-ai-for-beginners

github.com

21 Lessons, Get Started Building with Generative AI - GitHub - microsoft/generative-ai-for-beginners: 21 Lessons, Get Started Building with Generative AI

Course Learning Web + desktop 118 710 open source

anthropics/prompt-eng-interactive-tutorial

github.com

Anthropic's Interactive Prompt Engineering Tutorial

Course Learning Self-hosted 37 825 open source

karpathy/LLM101n

github.com

LLM101n: Let's build a Storyteller.

Course Learning Self-hosted 37 504 open source

openai/openai-cookbook

github.com

Examples and guides for using the OpenAI API.

Course Learning 75 587 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.

Course Learning Self-hosted 29 264 open source