Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

A latent text-to-image diffusion model

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

A simple screen parsing tool towards pure vision based GUI agent

A guidance language for controlling large language models.

Examples and guides for using the Gemini API

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

AI Observability & Evaluation

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

Model API for GALACTICA

[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (RPG)

Benchmark LLMs by fighting in Street Fighter 3! The new way to evaluate the quality of an LLM

Learn to build and deploy AI apps.

🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps

Inspect Element is a practitioner's guide to auditing algorithms and data-driven investigations

Simple sudoku solver analysis on a sudoku dataset.