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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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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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SaaSHub
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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
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Ollama is an open-source tool for using LLMs like Llama 3 on your computer. Thanks to new research, these models don't need a lot of VRAM, computing power, or storage. They are designed to work well on laptops.
🔗 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 ;-)
Probably not, since I have no idea what you're talking about. I've just been using the models that InvokeAI (2.3, I only just now saw there's a 3.0) downloads for me [0]. The SD1.5 one is as good as ever, but the SD2 model introduces artifacts on (many, but not all) faces and copyrighted characters.
[0] https://github.com/invoke-ai/InvokeAI
Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08Check us out on GitHub.
Project mention: LocalAI: Self-hosted OpenAI alternative reaches 2.14.0 | news.ycombinator.com | 2024-05-03
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"
Artificial intelligence related posts
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HMT: Hierarchical Memory Transformer for Long Context Language Processing
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The Easiest Way to Run Llama 3 Locally
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Using Llamafiles for Embeddings in Local RAG Applications
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Video Tutorial - How To Run Llama 3 locally with Ollama and OpenWebUI!
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Building a Retrieval-Augmented Generation Chatbot with SvelteKit and Xata Vector Search
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Show HN: Beta9 – Open-source, serverless GPU container runtime
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Ollama v0.1.37
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A note from our sponsor - SaaSHub
www.saashub.com | 19 May 2024
Index
What are some of the best open-source Artificial intelligence projects? This list will help you:
Project | Stars | |
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1 | AutoGPT | 162,161 |
2 | ollama | 66,540 |
3 | Kong | 37,647 |
4 | AI-For-Beginners | 31,684 |
5 | fairseq | 29,402 |
6 | spaCy | 28,887 |
7 | AI-Expert-Roadmap | 28,527 |
8 | machine-learning-for-software-engineers | 27,788 |
9 | pytorch-lightning | 27,064 |
10 | OpenBBTerminal | 26,204 |
11 | Flowise | 25,318 |
12 | InvokeAI | 21,800 |
13 | MindsDB | 21,424 |
14 | LocalAI | 20,346 |
15 | ncnn | 19,352 |
16 | semantic-kernel | 18,454 |
17 | vit-pytorch | 18,253 |
18 | recommenders | 18,085 |
19 | gun | 17,820 |
20 | 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code | 17,833 |
21 | CNTK | 17,435 |
22 | Ciphey | 17,136 |
23 | h4cker | 16,717 |
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