Top 11 large-language-model Open-Source Projects

opencompass

1 2,836 9.7 Python

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

Project mention: Show HN: Times faster LLM evaluation with Bayesian optimization | news.ycombinator.com | 2024-02-13

Fair question.
Evaluate refers to the phase after training to check if the training is good.
Usually the flow goes training -> evaluation -> deployment (what you called inference). This project is aimed for evaluation. Evaluation can be slow (might even be slower than training if you're finetuning on a small domain specific subset)!
So there are [quite](https://github.com/microsoft/promptbench) [a](https://github.com/confident-ai/deepeval) [few](https://github.com/openai/evals) [frameworks](https://github.com/EleutherAI/lm-evaluation-harness) working on evaluation, however, all of them are quite slow, because LLM are slow if you don't have infinite money. [This](https://github.com/open-compass/opencompass) one tries to speed up by parallelizing on multiple computers, but none of them takes advantage of the fact that many evaluation queries might be similar and all try to evaluate on all given queries. And that's where this project might come in handy.

intel-extension-for-transformers

3 1,990 9.9 Python

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

Project mention: Intel Extension for Transformers | news.ycombinator.com | 2023-12-05

Scout Monitoring

www.scoutapm.com featured

Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
enchanted

5 1,942 8.9 Swift

Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama.

Project mention: FLaNK Stack Weekly 19 Feb 2024 | dev.to | 2024-02-19

LLMUnity

0 388 9.8 C#

LLMUnity allows to integrate LLMs (Large Language Models) in the Unity engine.
GenRead

1 265 10.0 Python

Code and Checkpoints for "Generate rather than Retrieve: Large Language Models are Strong Context Generators" in ICLR 2023.
EasyJailbreak

1 262 8.6 Python

An easy-to-use Python framework to generate adversarial jailbreak prompts.

Project mention: FLaNK AI - 01 April 2024 | dev.to | 2024-04-01

https://github.com/easyjailbreak/easyjailbreak?

llama2.go

1 184 7.7 Go

LLaMA-2 in native Go

Project mention: LLAMA2.go | /r/golang | 2023-07-29

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
LLaMA-8bit-LoRA

3 146 5.1 Python

Repository for Chat LLaMA - training a LoRA for the LLaMA (1 or 2) models on HuggingFace with 8-bit or 4-bit quantization. Research only.
chat-llama-discord-bot

1 115 6.5 Python

A Discord Bot for chatting with LLaMA, Vicuna, Alpaca, MPT, or any other Large Language Model (LLM) supported by text-generation-webui or llama.cpp.
llm

4 37 8.4 JavaScript

Use any LLM from the command line. (by snwfdhmp)

Project mention: Simple LLM usage for beginners | /r/LocalLLaMA | 2023-09-27

integrate-palm-into-word

1 7 6.8 VBA

How to use Google's PaLM 2 language model in Microsoft Word.

Project mention: How to access PaLM in MS Word | /r/singularity | 2023-06-12

Instructions on how to set this up here

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

large-language-model related posts

SamGIS - Alcuni appunti su Segment Anything

4 projects | dev.to | 27 May 2024
Enchanted – Ollama app now on macOS

1 project | news.ycombinator.com | 14 Feb 2024
I made an app that runs Mistral 7B 0.2 LLM locally on iPhone Pros

12 projects | news.ycombinator.com | 7 Jan 2024
Ollama iOS app Enchanted now supports audio recordings and image prompts

1 project | news.ycombinator.com | 22 Dec 2023

Index

What are some of the best open-source large-language-model projects? This list will help you:

	Project	Stars
1	opencompass	2,836
2	intel-extension-for-transformers	1,990
3	enchanted	1,942
4	LLMUnity	388
5	GenRead	265
6	EasyJailbreak	262
7	llama2.go	184
8	LLaMA-8bit-LoRA	146
9	chat-llama-discord-bot	115
10	llm	37
11	integrate-palm-into-word	7