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An open API service for producing an overview of a list of open source projects.

Collections: awesome-llama

https://github.com/michaelnny/RAG-LLaMA

A clean and simple implementation of Retrieval Augmented Generation (RAG) to enhanced LLaMA chat model to answer questions from a private knowledge base. We use Tesla user manuals to build the knowledge base, and use open-source embedding and Cross-Encoders reranking models from Sentence Transformers in this project.

llama2 llm rag

Last synced: 17 Oct 2026

https://github.com/michaelnny/Llama3-FunctionCalling

Fine-tune Llama3 model to support function calling

function-calling llama3 llama3-finetune llama3-function-calling

Last synced: 17 Oct 2026

https://github.com/michaelnny/QLoRA-LLM

A simple custom QLoRA implementation for fine-tuning a language model (LLM) with basic tools such as PyTorch and Bitsandbytes, completely decoupled from Hugging Face.

4bit-quantize custom-model fine-tuning llama llm qlora

Last synced: 17 Oct 2026

Keywords
llama 976 llm 846 llama2 694 ai 362 llama3 336 chatgpt 279 python 239 openai 230 gpt 227 langchain 223 chatbot 223 ollama 210 large-language-models 209 llamacpp 158 nlp 142 mistral 141 rag 134 llms 133 machine-learning 117 huggingface 116 gpt-4 100 streamlit 97 alpaca 96 lora 91 generative-ai 87 deep-learning 86 artificial-intelligence 82 pytorch 78 transformers 78 llm-inference 77
Languages
Python 900 Jupyter Notebook 274 TypeScript 130 JavaScript 99 Rust 48 Go 41 C++ 41 HTML 30 PHP 26 C 23 Java 20 C# 20 Swift 18 Shell 16 Kotlin 8 Dockerfile 8 CSS 6 Svelte 6 Ruby 5 Makefile 5 Dart 4 R 3 GDScript 3 Lua 3 TeX 2 HCL 2 Mojo 2 Vue 2 Clojure 2
Most Issues and Pull Requests
dependabot[bot] dependabot[bot] 14,383 mudler mudler 5,064 localai-bot localai-bot 3,075 renovate[bot] renovate[bot] 3,009 jintao-huang jintao-huang 2,772 lvhan028 lvhan028 1,405 johnjosephhorton johnjosephhorton 1,272 grimoire grimoire 1,222 github-actions[bot] github-actions[bot] 1,217 sigoden sigoden 1,181 josh-xt josh-xt 1,167 localai-org-maint-bot localai-org-maint-bot 1,102 martindevans martindevans 1,019 nicarq nicarq 946 danielhanchen danielhanchen 912 blozano-tt blozano-tt 906 pchalasani pchalasani 865 rbyh rbyh 859 laipz8200 laipz8200 852 darklight1337 darklight1337 810 mikbry mikbry 806 tt-rkim tt-rkim 765 youkaichao youkaichao 764 himself65 himself65 759 tastelikefeet tastelikefeet 754 timothycarambat timothycarambat 746 allentdan allentdan 729 dhiltgen dhiltgen 723 hjh0119 hjh0119 718 louis-jan louis-jan 702
Committers
ikko eltociear ashimine 144 dependabot[bot] 144 github-actions[bot] 28 copilot 19 renovate[bot] 19 unknown 16 emmanuel ferdman 16 ubuntu 15 omahs 14 oleksandr nikitin 13 richardscottoz 13 simon willison 12 daniel 12 andrew gu 11 eric curtin 11 eternal reclaimer 11 kye 11 octopus 11 andrew 11 copilot-swe-agent[bot] 11 root 11 henri vasserman 11 chris 10 xuanhoa88 10 pavol rusnak 10 david 10 john 10 cocktailpeanut 10 aydyn tairov 10 tai an 10
Most Commits
josh xt 16,773 github actions 15,885 luke marsden 10,333 dependabot[bot] 8,400 djl11 7,311 ettore di giacinto 6,958 nessie 6,866 daniel han 5,996 jonathan c. mckinney 5,909 localai [bot] 4,954 abdul dakkak 4,780 sam aaron 4,665 chris lattner 4,566 oobabooga 4,549 arvin xu 4,349 semantic-release-bot 3,858 karolis rusenas 3,527 kwaroran 3,412 rtp-llm 3,230 jeff niu 3,146 renovate[bot] 3,132 georgi gerganov 3,035 danemadsen 2,648 aaron pham 2,621 john horton 2,535 prasad chalasani 2,448 nico arqueros 2,414 oleg klimov 2,211 lb 2,188 github-actions[bot] 2,174
Direct Dependencies
actions:actions/checkout 339 pypi:transformers 271 pypi:torch 269 pypi:numpy 208 pypi:accelerate 180 pypi:sentencepiece 177 pypi:requests 175 pypi:langchain 167 actions:actions/setup-python 162 pypi:tqdm 161 pypi:openai 157 pypi:pandas 149 npm:typescript 146 pypi:python-dotenv 143 pypi:datasets 143 pypi:pydantic 143 pypi:uvicorn 136 pypi:fastapi 134 pypi:bitsandbytes 132 pypi:streamlit 129 npm:react 116 npm:eslint 116 npm:react-dom 115 npm:@types/node 103 pypi:packaging 102 pypi:peft 101 pypi:tiktoken 101 pypi:tokenizers 99 pypi:gradio 97 actions:actions/upload-artifact 97
Repository Owners
sendbird sendbird 17 xuanhoa88 xuanhoa88 12 kyegomez kyegomez 10 GURPREETKAURJETHRA GURPREETKAURJETHRA 9 ziwang-com ziwang-com 6 icebaker icebaker 6 ariya ariya 6 modelflow-ai modelflow-ai 6 coderonion coderonion 6 calcuis calcuis 5 aws-samples aws-samples 5 WangRongsheng WangRongsheng 4 svjack svjack 4 jackaduma jackaduma 4 bobazooba bobazooba 4 Ruu3f Ruu3f 4 AJlearner46 AJlearner46 4 laelhalawani laelhalawani 4 jianzhnie jianzhnie 4 yas-sim yas-sim 4 libraryofcelsus libraryofcelsus 4 bigsk1 bigsk1 4 tak-bro tak-bro 4 zjunlp zjunlp 4 leodeveloper leodeveloper 4 SqueezeAILab SqueezeAILab 4 rozek rozek 4 InternLM InternLM 4 run-llama run-llama 4 kaymen99 kaymen99 4 instill-ai instill-ai 4 curiousily curiousily 3 michaelnny michaelnny 3 PKU-Alignment PKU-Alignment 3 mlc-ai mlc-ai 3 mbzuai-oryx mbzuai-oryx 3 flyfir248 flyfir248 3 lxe lxe 3 robjsliwa robjsliwa 3 xNul xNul 3 morpheuslord morpheuslord 3 tairov tairov 3 LinkSoul-AI LinkSoul-AI 3 Tongjilibo Tongjilibo 3 AIDevBytes AIDevBytes 3 ymcui ymcui 3 Josh-XT Josh-XT 3 yangjianxin1 yangjianxin1 3 alibaba alibaba 3
Repository Hosts
GitHub 1,878 gitlab.com 4 git.celery.eu.org 1
Statistics

  • Projects: 2,239
  • Last updated: about 2 years ago