seominjoon

ColossalAI

Making large AI models cheaper, faster and more accessible

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

google-research

Google Research

vllm

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

flash-attention

Fast and memory-efficient exact attention

open_clip

An open source implementation of CLIP.

ImageBind

ImageBind One Embedding Space to Bind Them All

FasterTransformer

Transformer related optimization, including BERT, GPT

Ask-Anything

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

Video-ChatGPT

[ACL 2024 🔥] Video-ChatGPT is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.

RETRO-pytorch

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

autofaiss

Automatically create Faiss knn indices with the most optimal similarity search parameters.

Everything-LLMs-And-Robotics

The world's largest GitHub Repository for LLMs + Robotics

contriever

Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning

awesome-robotics-projects

A list of open-source, affordable, less-known, or visionary robotics projects.

llm-seminar

Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)

acl2022-zerofewshot-tutorial

SelFee

Official codebase for "SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation"

CoT-Collection

[EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Principles

minGPT

A minimal PyTorch Lightning OpenAI GPT w DeepSpeed Training!

VidIL

Pytorch code for Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners

Flipped-Learning

[ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners

ELM

[ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning

ATTEMPT

This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)

FAI-Model

FriendliAI Model Hub

lbox-open

fast-influence-functions

TAPP

[AAAI 2024] Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following

minimal-opt