Free Software Directory:Artificial Intelligence Team
Revision as of 02:40, 2 March 2024 by GrahamxReed (talk | contribs)
The Artificial Intelligence Project Team gathers free software resources regarding machine learning / artificial intelligence.
| Group info | User info | |||||
|---|---|---|---|---|---|---|
| User | Role | Reference | Real name | libera.chat nick | Time zone | Title |
| David_Hedlund | Coordinator | David Hedlund | David_Hedlund | Europe/Stockholm | ||
| GrahamxReed | Collaborator | Graham Reed | Graham_Reed | America/New_York | ||
| Mertgor | Observer | Mert Gör | hwpplayer1 | Europe/Istanbul | ||
| Mmcmahon | Team captain | Michael McMahon | thomzane | America/New_York | FSF Systems Administrator | |
Truthfulness
- US NIST AI Risk Management Framework Playbook
- A science paper benchmark: TruthfulQA: Measuring How Models Mimic Human Falsehoods
Transformers
- Package manager and player: Transformers - https://github.com/huggingface/transformers/
- Original science paper: Attention Is All You Need
Text
Grammar
Translation
Text generation
Front ends
| Project | Credit | License | Description |
|---|---|---|---|
| Agnai | agnaistic | AGPLv3 | AI agnostic (multi-user and multi-bot) chat with fictional characters |
| ExLlamaV2 | turboderp | MIT License | A fast inference library for running LLMs locally on modern consumer-class GPUs |
| ExLlamaV2 WebUI | turboderp | MIT License | |
| GPT4All | Nomic AI | MIT | Run open-source LLMs anywhere |
| KoboldAI | KoboldAI | AGPLv3 | A browser-based front-end for AI-assisted writing with multiple local & remote AI models |
| koboldcpp | LostRuins | AGPLv3 | A simple one-file way to run various GGML and GGUF models with KoboldAI's UI |
| Serge | serge-chat | MIT | A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. |
| SillyTavern | SillyTavern | AGPLv3 | LLM frontend for power users |
| Text Generation Web UI | oobabooga | AGPLv3 | A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), LLaMA models |
Models
| Project | Credit | License | Description |
|---|---|---|---|
| llama.cpp | ggerganov (Georgi Gerganov) | MIT | Port of Facebook's LLaMA model in C/C++ |
| Mistral | Mistral AI | Apache 2.0 | Mistral 7B significantly outperforms Llama 2 13B on all metrics, and is on par with Llama 34B. |
| Mixtral | Mistral AI | Apache 2.0 | Mixtral outperforms Llama 2 70B on most benchmarks with 6x faster inference. |
Other
| Project | Credit | License | Description |
|---|---|---|---|
| GPT-NeoX | EleutherAI | Apache 2.0 | EleutherAI's library for training large-scale language models on GPUs |
| FastChat | lm-sys | Apache-2.0 | An open platform for training, serving, and evaluating large language models |
| Open Assistant | LAION-AI | Apache 2.0 | A chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so |
| Open Interpreter | KillianLucas | AGPLv3 | Lets LLMs run code (Python, Javascript, Shell, and more) locally |
Honorary mention: LLaMA 1 had an AGPLv3 license.
Code generation
This concept is controversial. See the FSF's other writing on this topic.
- CodeGen by Salesforce FSD | BSD 3-Clause "New" or "Revised" License
- TurboPilot by ravenscroftj (James Ravenscroft) FSD | BSD 3-Clause "New" or "Revised" License
- CodeGen2 by Salesforce FSD | Apache-2.0
Images
Image generation
Text to image GUI
| Project | Credit | License | Description |
|---|---|---|---|
| ComfyUI | comfyanonymous | GPLv3 | Modular Stable Diffusion GUI, API, and backend with a graph/nodes interface |
| Stable Diffusion WebUI | AUTOMATIC1111 | AGPLv3 | Stable Diffusion web UI |
Additional control libraries
| Project | Credit | License | Description |
|---|---|---|---|
| ControlNet | lllyasviel | Apache-2.0 | Adding conditional control to text-to-image diffusion models |
| Diffusers | huggingface | Apache-2.0 | State-of-the-art diffusion models for image and audio generation in PyTorch |
Legacy
| Project | Credit | License | Description |
|---|---|---|---|
| DALL-E Mini | borisdayma (Boris Dayma) | Apache 2.0 | Generate images from a text prompt |
| neural-style | anishathalye | GPLv3 | An implementation of neural style in TensorFlow |
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.
| Project | Credit | License | Description |
|---|---|---|---|
| FILM: Frame Interpolation for Large Motion | Google Research | Apache 2.0 | A unified single-network approach to frame interpolation that doesn't use additional pre-trained networks |
| MagicAnimate | MagIC Research | BSD-3-Clause license | Temporally consistent human image animation using a diffusion model |
| MotionCtrl | ARC Lab, Tencent PCG | Apache 2.0 | A unified and flexible motion controller for video generation |
| TemporalKit | CiaraStrawberry (Ciara Rowles) | GPLv3 | An all in one solution for adding temporal stability to a Stable Diffusion render via an automatic1111 extension |
| Text To Video Synthesis Colab | camenduru | The Unlicense | A text-to-video synthesis model that evolves from a text-to-image synthesis model |
| Thin-Plate Spline Motion Model for Image Animation | yoyo-nb | MIT | Animates a static object in a source image according to a driving video |
Image captioning
- MiniGPT-4 by Vision-CAIR | BSD 3-Clause "New" or "Revised" License & BSD 3-Clause License
- LLaVA by Haotian Liu | Apache License 2.0
3D modeling
- CLIP-MESH by NasirKhalid24 | MIT
- threestudio | Apache 2.0
Audio
Natural language processing (NLP)
Transcription (Speech to text (STT))
- Vosk
- Whisper
- OpenAI's Whisper model ported to C/C++ by ggerganov (Georgi Gerganov) | MIT License
Speech synthesis (text to speech (TTS))
| Project | Credit | License |
|---|---|---|
| Bark | Suno AI | MIT License |
| Coqui TTS | Coqui AI | MPL 2.0 |
| SoftVC VITS Singing Voice Conversion Fork | voicepaw | Apache License 2.0 & MIT License |
| TorToiSe | neonbjb (James Betker) | Apache License 2.0 |
Music
- Moseca separates music tracks into different stems (voice, drums, bass, guitar, piano, and others). This is useful for remixing, karaoke, and music studies. MIT
Uncategorized
- Virtual assistant: Mycroft
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