From Free Software Directory
The Artificial Intelligence Team gathers free software resources regarding machine learning / artificial intelligence.
“Normally, “intelligence” means having knowledge and understanding, at least about some kinds of things. A true artificial intelligence should have some knowledge and understanding. General artificial intelligence would be able to know and understand about all sorts of things; that does not exist, but we do have systems of limited artificial intelligence which can know and understand in certain limited fields.” - https://www.gnu.org/philosophy/words-to-avoid.html#ArtificialIntelligence
Legal
USA
EU
- AI Act (2024)
- Title I, Art. 2, 5g: The obligations laid down in this Regulation shall not apply to AI systems released under free and open source licences unless they are placed on the market or put into service as high-risk AI systems or an AI system that falls under Title II and IV.
Text
Grammar
Translation
Text generation
Front ends
Project
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Credit
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License
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Description
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Agnai
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agnaistic
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AGPLv3
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AI agnostic (multi-user and multi-bot) chat with fictional characters
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GPT4All
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Nomic AI
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MIT
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Run open-source LLMs anywhere
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KoboldAI
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KoboldAI
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AGPLv3
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A browser-based front-end for AI-assisted writing with multiple local & remote AI models
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koboldcpp
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LostRuins
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AGPLv3
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A simple one-file way to run various GGML and GGUF models with KoboldAI's UI
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ollama
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ollama
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MIT
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Get up and running with large language models locally
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Serge
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serge-chat
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MIT
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A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API
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SillyTavern
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SillyTavern
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AGPLv3
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LLM frontend for power users
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Text Generation Web UI
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oobabooga
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AGPLv3
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A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), LLaMA models
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Models
Project
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Credit
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License
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Description
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llama.cpp
|
ggerganov (Georgi Gerganov)
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MIT
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Port of Facebook's LLaMA model in C/C++
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Mistral
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Mistral AI
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Apache 2.0
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Mistral 7B significantly outperforms Llama 2 13B on all metrics, and is on par with Llama 34B
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Mixtral
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Mistral AI
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Apache 2.0
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Mixtral outperforms Llama 2 70B on most benchmarks with 6x faster inference
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Honorary mention: LLaMA 1 had an AGPLv3 license.
Evaluating LLMs
Project
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Credit
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License
|
Description
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FastChat
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lm-sys
|
Apache-2.0
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An open platform for training, serving, and evaluating large language models
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promptfoo
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promptfoo
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MIT
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Test your prompts, models, RAGs. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality
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Other
Project
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Credit
|
License
|
Description
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GPT-NeoX
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EleutherAI
|
Apache 2.0
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EleutherAI's library for training large-scale language models on GPUs
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Open Assistant
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LAION-AI
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Apache 2.0
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A chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so
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Open Interpreter
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KillianLucas
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AGPLv3
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Lets LLMs run code (Python, Javascript, Shell, and more) locally
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Code generation
This concept is controversial. See the FSF's other writing on this topic.
Images
Image generation
Text to image GUI
Additional libraries
Videos
Image generation techniques create pictures from noise estimations. This noise shows up as artifacts and hampers temporal stability for objects. These projects tackle that issue.
Image recognition
3D modeling
Project
|
Credit
|
License
|
Description
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threestudio
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threestudio
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Apache 2.0
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A unified framework for 3D content generation
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TripoSR
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VAST-AI-Research
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MIT
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A fast feedforward 3D reconstruction from a single image. The model is MIT licensed too
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Audio
Natural language processing (NLP)
Transcription (Speech to text (STT))
Project
|
Credit
|
License
|
Description
|
whisper.cpp
|
ggerganov (Georgi Gerganov)
|
MIT
|
Port of OpenAI's Whisper model in C/C++
|
Synthesis (text to speech (TTS))
Project
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Credit
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License
|
Description
|
Bark
|
Suno AI
|
MIT
|
Text-Prompted Generative Audio Model
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Coqui TTS
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Coqui AI
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MPL 2.0
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A deep learning toolkit for Text-to-Speech, battle-tested in research and production
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TorToiSe
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neonbjb (James Betker)
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Apache 2.0
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A multi-voice TTS system trained with an emphasis on quality
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WhisperSpeech
|
Collabora
|
MIT
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Created using only properly licensed speech recordings so the model & code will be always safe to use for commercial applications
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Transmogrify (speech to speech (STS))
Music
Audio Diffusion
Project
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Credit
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License
|
Description
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Audio Diffusion
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Harmonai
|
MIT, MIT, MIT
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A Stability AI lab focused on open-source generative audio models
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Music splitters
Project
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Credit
|
License
|
Description
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Demucs (v3)
|
Meta Research
|
MIT
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Code for the paper Hybrid Spectrogram and Waveform Source Separation
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Moseca
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fabiogra (Fabio Grasso)
|
MIT
|
A Streamilt web app for music source separation & karaoke
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spleeter
|
deezer
|
MIT
|
Deezer source separation library including pretrained models
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Uncategorized
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