Open-source evaluation toolkit of large vision-language models (LVLMs), support ~100 VLMs, 30+ benchmarks

Plot-to-map comparison of aboveground biomass workflow

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

DSPy: The framework for programming—not prompting—foundation models

A high-throughput and memory-efficient inference and serving engine for LLMs

HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

RAI Content

Examples for LangFlow

Cookbook to use LLMs effectively for sciences, in various levels of expertise

Pytorch implementation of "CSformer: Bridging Convolution and Transformer for Compressive Sensing"

[CVPR2024 Highlight][VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.

Compose multimodal datasets 🎹

Collection of AWESOME vision-language models for vision tasks

Self-paced tutorials that review key data literacy concepts and data analysis skills. Published materials can be found at:

Point cloud diffusion for 3D model synthesis

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

A curated, but incomplete, list of data-centric AI resources.

A Benchmark for Joint Data Cleaning and Machine Learning

Temporal analysis of air pollution emission across the United States

A Python wrapper for the US Census API.

Tools to make weather data accessible and useful.

Weather Forecast is a cutting-edge web application that combines a sleek design with the power of real-time weather data, notifications, and interactive charts. This project is designed to provide …

Graphical tool for creating verification plots of weather forecasts