Unveiling Today’s Top Trending Github Projects: The Hottest Projects of 06/21/2023!
Projects that have already appeared in previous Github ranking lists will not display details, please refer to previous lists for information.
Rank #1 AntonOsika/gpt-engineer
https://github.com/AntonOsika/gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
Language: Python
Stars: 26,765(4,863 stars today) Forks:4,253
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Rank #2 openchatai/OpenChat
https://github.com/openchatai/OpenChat
LLMs custom-chatbots console ⚡
Language: Blade
Stars: 3,485(184 stars today) Forks:339
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Rank #3 csunny/DB-GPT
https://github.com/csunny/DB-GPT
Revolutionizing Database Interactions with Private LLM Technology
Language: Python
Stars: 4,297(79 stars today) Forks:607
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Rank #4 steven-tey/novel
https://github.com/steven-tey/novel
Notion-style WYSIWYG editor with AI-powered autocompletions.
Language: TypeScript
Stars: 3,184(632 stars today) Forks:252
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Rank #5 techleadhd/chatgpt-retrieval
https://github.com/techleadhd/chatgpt-retrieval
Language: Python
Stars: 146(45 stars today) Forks:80
ChatGPT-Retrieval is a simple script that allows users to use OpenAI’s GPT model to generate responses to text prompts. It can be applied in a variety of fields, including customer service, chatbots, and language translation. Commercial applications could include using the model to automate customer service responses, chatbots for websites or social media platforms, or even as a tool for language translation. The script is easy to use and modify, making it a helpful tool for anyone looking to integrate GPT technology into their own projects.
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Rank #6 princeton-vl/infinigen
https://github.com/princeton-vl/infinigen
Infinite Photorealistic Worlds using Procedural Generation
Language: Python
Stars: 2,663(763 stars today) Forks:259
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Rank #7 alibaba/Chat2DB
https://github.com/alibaba/Chat2DB
🔥 🔥 🔥 An intelligent and versatile general-purpose SQL client and reporting tool for databases which integrates ChatGPT capabilities.(智能的通用数据库SQL客户端和报表工具)
Language: Java
Stars: 7,853(356 stars today) Forks:1,753
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Rank #8 ONEARMY/community-platform
https://github.com/ONEARMY/community-platform
A platform to build useful communities that aim to tackle global problems
Language: TypeScript
Stars: 670(8 stars today) Forks:240
The Community Platform is an open-source project by ONEARMY aimed at connecting, educating, and empowering the global community to solve social and environmental challenges. The platform is designed to help unite people and contribute to ongoing projects such as Precious Plastic, Phonebloks, ProjectKamp, and Story Hopper. The platform can be used in various fields, including environmental conservation, social activism, education, and community building. The project’s goal is to tackle the most pressing issues by building machines, tools, and connecting like-minded individuals globally. The project is commercially applicable in sectors such as social impact investing, community development, and environmental entrepreneurship.
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Rank #9 nlpxucan/WizardLM
https://github.com/nlpxucan/WizardLM
Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder
Language: Python
Stars: 3,077(104 stars today) Forks:205
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Rank #10 ossu/computer-science
https://github.com/ossu/computer-science
🎓 Path to a free self-taught education in Computer Science!
Language:
Stars: Star(199 stars today) Forks:18,171
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Rank #11 jackfrued/Python-Core-50-Courses
https://github.com/jackfrued/Python-Core-50-Courses
Python语言基础50课
Language:
Stars: Star(149 stars today) Forks:2,284
The “Python Language Basics 50 Class” project is a beginner-friendly Python language learning project created by the author of the “Python 100 Days” project. It covers the basics of Python programming from Day 1 to Day 15, providing simple and concise explanations for new learners. The project includes video tutorials and resource files for further learning. The project can be applied in various fields of Python programming and is particularly useful for beginners with no prior programming experience. The commercial applications of this project may include educational materials for Python language learners and IT training programs for schools and companies.
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Rank #12 OpenLMLab/LOMO
https://github.com/OpenLMLab/LOMO
LOMO: LOw-Memory Optimization
Language: Python
Stars: 390(99 stars today) Forks:27
LOMO (LOw-Memory Optimization) is an optimizer implementation for fine-tuning large language models with limited resources, as proposed in the research paper “Full Parameter Fine-Tuning for Large Language Models with Limited Resources”. The optimizer fuses the gradient computation and parameter update into a single step to reduce memory usage. LOMO enables full parameter fine-tuning of a 7B model on a single RTX 3090, or a 65B model on a single machine with 8×RTX 3090, with each having 24GB memory. LOMO is integrated with CoLLiE library and provides support for Collaborative Tuning of Large Language Models in an Efficient Way. The implementation uses PyTorch as the minimum dependency along with others like Deepspeed, Transformers, PEFT, and Wandb to reproduce the paper results. The code provides different approaches to fine-tune large language models using LOMO, LoRA, and LoRA LOMO, with separate implementations in `src/lomo_trainer.py` and `src/lomo_lora_trainer.py`. The code also includes a `run.sh` script for convenience. LOMO can be applied in fields like natural language processing and text generation. Its commercial applications include large-scale language model training and development, chatbots, virtual assistants, and automated translators.
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Rank #13 openlm-research/open_llama
https://github.com/openlm-research/open_llama
OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
Language:
Stars: Star(293 stars today) Forks:236
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Rank #14 codecrafters-io/build-your-own-x
https://github.com/codecrafters-io/build-your-own-x
Master programming by recreating your favorite technologies from scratch.
Language:
Stars: Star(125 stars today) Forks:19,992
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Rank #15 pashpashpash/vault-ai
https://github.com/pashpashpash/vault-ai
OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.
Language: JavaScript
Stars: 2,697(26 stars today) Forks:247
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Rank #16 vercel-labs/ai-chatbot
https://github.com/vercel-labs/ai-chatbot
A full-featured, hackable Next.js AI chatbot built by Vercel Labs
Language: TypeScript
Stars: 1,414(200 stars today) Forks:220
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Rank #17 s0md3v/sd-webui-roop
https://github.com/s0md3v/sd-webui-roop
roop extension for StableDiffusion web-ui
Language: Python
Stars: 287(95 stars today) Forks:52
The roop for StableDiffusion project is an extension that enables face replacement in images through the StableDiffusion AUTOMATIC1111 web-ui. Based on the roop Github project, it allows artists to animate a custom character, use it as a model for clothing, and other creative applications in the AI-generated media industry. The project developers acknowledge the potential unethical application of the technology and implement measures to prevent its use on inappropriate media. They also urge users to take responsibility and abide by local laws while using the software. The installation requires downloading Visual Studio, installing the Python and C packages, and running a pip install command. To use the extension, users import an image containing the face they want to replace, turn on the “Enable” checkbox, and the generated result will have the selected face. Overall, the roop for StableDiffusion project can be applied in the entertainment, advertising, and marketing industries, to name a few, and it offers a novel way of enhancing media content creations and presentations.
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Rank #18 eugeneyan/open-llms
https://github.com/eugeneyan/open-llms
📋 A list of open LLMs available for commercial use.
Language:
Stars: Star(190 stars today) Forks:345
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Rank #19 jncraton/languagemodels
https://github.com/jncraton/languagemodels
Explore large language models on any computer with 512MB of RAM
Language: Python
Stars: 839(167 stars today) Forks:59
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Rank #20 HqWu-HITCS/Awesome-Chinese-LLM
https://github.com/HqWu-HITCS/Awesome-Chinese-LLM
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
Language:
Stars: Star(62 stars today) Forks:60
Awesome-Chinese-LLM is a collection of open-source models, datasets, applications, and tutorials related to Large Language Models (LLMs) in Chinese. With the emergence of LLMs like ChatGPT, the field of natural language processing has witnessed a surge in research and applications, especially with smaller LLMs like ChatGLM and LLaMA becoming more accessible. The project aims to gather and organize resources related to Chinese LLMs, including models, datasets, applications, and tutorials. The project covers various fields such as law, medicine, finance, education, math, and culture. The collection includes several prominent LLM models like Open Chinese LLaMA and ChatGLM. Commercial applications for these models include chatbots and language translation services. The project welcomes contributions from the community for new repositories of unpublished models, applications, and datasets.
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Rank #21 apna-college/Delta
https://github.com/apna-college/Delta
Language: HTML
Stars: 74(27 stars today) Forks:78
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Rank #22 desktop/desktop
https://github.com/desktop/desktop
Focus on what matters instead of fighting with Git.
Language: TypeScript
Stars: 17,577(25 stars today) Forks:9,244
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Rank #23 AI4Finance-Foundation/FinGPT
https://github.com/AI4Finance-Foundation/FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We’ll soon release the trained model.
Language: Jupyter Notebook
Stars: 5,475(352 stars today) Forks:1,320
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Rank #24 Deci-AI/super-gradients
https://github.com/Deci-AI/super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
Language: Python
Stars: 2,935(33 stars today) Forks:270
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Rank #25 awesome-selfhosted/awesome-selfhosted
https://github.com/awesome-selfhosted/awesome-selfhosted
A list of Free Software network services and web applications which can be hosted on your own servers
Language: Makefile
Stars: 136,882(132 stars today) Forks:7,812
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