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

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

✨✨Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

InternLM-XComposer2 is a groundbreaking vision-language large model (VLLM) excelling in free-form text-image composition and comprehension.

Orchestrate Swarms of Agents From Any Framework Like OpenAI, Langchain, and Etc for Real World Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD

Algorithms and Publications on 3D Object Tracking

Collaborative Diffusion (CVPR 2023)

Chatbot Arena meets multi-modality! Multi-Modality Arena allows you to benchmark vision-language models side-by-side while providing images as inputs. Supports MiniGPT-4, LLaMA-Adapter V2, LLaVA, BLIP-2, and many more!

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

The open source implementation of Gemini, the model that will "eclipse ChatGPT" by Google

[CVPR'23] MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation

[ICCV2019] Robust Multi-Modality Multi-Object Tracking

An official PyTorch implementation of the CRIS paper

Unifying Voxel-based Representation with Transformer for 3D Object Detection (NeurIPS 2022)

This repo contains the official code of our work SAM-SLR which won the CVPR 2021 Challenge on Large Scale Signer Independent Isolated Sign Language Recognition.

Official code for NeurIPS2023 paper: CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection

Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!

An open-source cloud-native of large multi-modal models (LMMs) serving framework.