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Top 23 Artificial intelligence Open-Source Projects
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AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
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Scout Monitoring
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InfluxDB
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.
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machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
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pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
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InvokeAI
InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
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LocalAI
:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.
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ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
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vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
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Ciphey
⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡
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h4cker
This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), artificial intelligence security, vulnerability research, exploit development, reverse engineering, and more.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
AutoGPT is a framework that seems nice. It has a cool CLI and a flutter UI to create agents from the browser. Its main purpose is to work with your local stuff (documents, audio, videos, etc)
Project mention: How to setup a free, self-hosted AI model for use with VS Code | dev.to | 2024-06-04This guide assumes you have a supported NVIDIA GPU and have installed Ubuntu 22.04 on the machine that will host the ollama docker image. AMD is now supported with ollama but this guide does not cover this type of setup.
🔗 https://github.com/microsoft/AI-For-Beginners 🔗 https://microsoft.github.io/AI-For-Beginners/
Project mention: How I discovered Named Entity Recognition while trying to remove gibberish from a string. | dev.to | 2024-05-06
**[I.am.ai AI Expert Roadmap](https://i.am.ai/roadmap)**: This roadmap focuses more on AI and includes various aspects of machine learning and deep learning. It's suitable for those who want to delve deeper into AI, particularly in cutting-edge research and applications.
Project mention: SB-1047 will stifle open-source AI and decrease safety | news.ycombinator.com | 2024-04-29It's very easy to get started, right in your Terminal, no fees! No credit card at all.
And there are cloud providers like https://replicate.com/ and https://lightning.ai/ that will let you use your LLM via an API key just like you did with OpenAI if you need that.
You don't need OpenAI - nobody does.
have you seen the https://openbb.co/ project? an open source Bloomberg Terminal project you may find interesting ;-)
You're correct if you're focused exclusively on the work surrounding building foundation models to begin with. But if you take a broader view, having open models that we can legally fine tune and hack with locally has created a large and ever-growing community of builders and innovators that could not exist without these open models. Just take a look at projects like InvokeAI [0] in the image space or especially llama.cpp [1] in the text generation space. These projects are large, have lots of contributors, move very fast, and drive a lot of innovation and collaboration in applying AI to various domains in a way that simply wouldn't be possible without the open models.
[0] https://github.com/invoke-ai/InvokeAI
[1] https://github.com/ggerganov/llama.cpp
Project mention: How to build your Developer Portfolio with MindsDB: The symbiotic relationship between developers and Opensource in 2024. | dev.to | 2024-05-23Developers are able to check for issues to fix on MindsDB’s Github Issues Page. The issues are marked with labels which indicate what you can work on,which you can find here. Fixing bugs showcases that you are a problem solver and capable of resolving issues. Companies find this capability very valuable as it has an impact on the quality of their product and user experience.
Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12ncnn uses Vulkan for GPU acceleration, I've seen it used in a few projects to get AMD hardware support.
https://github.com/Tencent/ncnn
Project mention: #SemanticKernel – 📎Chat Service demo running Phi-2 LLM locally with #LMStudio | dev.to | 2024-02-08There is an amazing sample on how to create your own LLM Service class to be used in Semantic Kernel. You can view the Sample here: https://github.com/microsoft/semantic-kernel/blob/3451a4ebbc9db0d049f48804c12791c681a326cb/dotnet/samples/KernelSyntaxExamples/Example16_CustomLLM.cs
Project mention: My kernel dies when I fit my LightFm model from Microsoft Recommenders | /r/Jupyter | 2023-06-16
Project mention: CyberChef from GCHQ: The Cyber Swiss Army Knife | news.ycombinator.com | 2024-02-01I also discovered Ciphey. Neat little tool indeed, but it's being deprecated. It's mentioned in this issue[1] and being replaced with Ares[2]. Neither could decipher this strange encryption[3] I used it on :(
[1] https://github.com/Ciphey/Ciphey/issues/764
[2] https://github.com/bee-san/Ares
[3] "dEFLWWFKQWxRQW16RnkvbTZML0lsdz09" original text is "hacker"
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).
Artificial intelligence related posts
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Local AI
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How to setup a free, self-hosted AI model for use with VS Code
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Why YC Went to DC
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beginner guide to fully local RAG on entry-level machines
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Show HN: The most pythonic open-source LLM toolkit focused on DX
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Codestral: Mistral's Code Model
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AIM Weekly 27 May 2024
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A note from our sponsor - InfluxDB
www.influxdata.com | 7 Jun 2024
Index
What are some of the best open-source Artificial intelligence projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | AutoGPT | 162,661 |
| 2 | ollama | 71,334 |
| 3 | Kong | 37,993 |
| 4 | AI-For-Beginners | 32,212 |
| 5 | fairseq | 29,476 |
| 6 | spaCy | 28,978 |
| 7 | AI-Expert-Roadmap | 28,597 |
| 8 | machine-learning-for-software-engineers | 27,879 |
| 9 | pytorch-lightning | 27,211 |
| 10 | OpenBBTerminal | 26,326 |
| 11 | Flowise | 25,933 |
| 12 | InvokeAI | 22,008 |
| 13 | MindsDB | 21,736 |
| 14 | LocalAI | 20,941 |
| 15 | ncnn | 19,460 |
| 16 | semantic-kernel | 18,846 |
| 17 | vit-pytorch | 18,405 |
| 18 | recommenders | 18,200 |
| 19 | gun | 17,862 |
| 20 | 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code | 18,088 |
| 21 | CNTK | 17,478 |
| 22 | Ciphey | 17,289 |
| 23 | h4cker | 16,941 |
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