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1. train-llm-from-scratch train-llm-from-scratch Public

   A straightforward method for training your LLM, from downloading data to generating text.

   Python 13.2k 1.8k

2. kimi-k3-in-c kimi-k3-in-c Public

   A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

   C 11.9k 1.8k

3. all-agentic-architectures all-agentic-architectures Public

   35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task b…

   Jupyter Notebook 4.7k 794

4. all-rl-algorithms all-rl-algorithms Public

   Implementation of all RL algorithms in a simpler way

   Jupyter Notebook 2k 382

5. production-grade-agentic-system production-grade-agentic-system Public

   Core 7 layers of production grade agentic system

   Python 1k 240

6. train-deepseek-r1 train-deepseek-r1 Public

   Building DeepSeek R1 from Scratch

   Jupyter Notebook 804 131