ShengYun-Peng

anthropic-sdk-python

openai-python

The official Python library for the OpenAI API

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

streaming-llm

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

mteb

MTEB: Massive Text Embedding Benchmark

ToMe

A method to increase the speed and lower the memory footprint of existing vision transformers.

awesome-ocr

multi_gpu_training

llm2vec

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

hydra

Hydra is a framework for elegantly configuring complex applications

torchtune

A Native-PyTorch Library for LLM Fine-tuning

llama3

The official Meta Llama 3 GitHub site

simple-evals

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

LLMs-Finetuning-Safety

We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20 via OpenAI’s APIs.

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

open-parse

Improved file parsing for LLM’s

JailbreakingLLMs

AutoDAN

The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models".

llm-attacks

Universal and Transferable Attacks on Aligned Language Models

loss-landscape

Code for visualizing the loss landscape of neural nets

how-do-vits-work

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

llm-self-defense

LLM Self Defense: By Self Examination, LLMs know they are being tricked

Machine-Learning-From-Scratch

Implementation of popular ML algorithms from scratch

codellama

Inference code for CodeLlama models

PurpleLlama

Set of tools to assess and improve LLM security.

unitable

UniTable: Towards a Unified Table Foundation Model