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llama2.c is a minimalist, end-to-end LLM toolkit that lets you train a Llama-2–style model in PyTorch and run inference with a single ~700-line C program (run.c). The project emphasizes simplicity and education: the Llama-2 architecture is hard-coded, there are no external C dependencies, and you can see the full forward pass plainly in C. Despite the tiny footprint, it’s “full-stack”: you can train small models (e.g., 15M/42M/110M params on TinyStories) and then sample tokens directly from...

LLM-Action is a knowledge/tutorial/repository that shares principles, techniques, and real-world experience related to large language models (LLMs), focusing on LLM engineering, deployment, optimization, inference, compression, and tooling. It organizes content in domains like training, inference, compression, alignment, evaluation, pipelines, and applications.

The PromptCraft-Robotics repository serves as a community for people to test and share interesting prompting examples for large language models (LLMs) within the robotics domain. We also provide a sample robotics simulator (built on Microsoft AirSim) with ChatGPT integration for users to get started. We currently focus on OpenAI's ChatGPT, but we also welcome examples from other LLMs (for example open-sourced models or others with API access such as GPT-3 and Codex).