🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
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Stable Diffusion web UI
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
pix2tex: Using a ViT to convert images of equations into LaTeX code.
A PyTorch-based Speech Toolkit
Real-time, local speech-to-text with streaming ASR, speaker diarization, translation, and OpenAI/Deepgram-compatible APIs.
Accelerated deep learning R&D
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
Code for PaperRobot: Incremental Draft Generation of Scientific Ideas
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
MCP server for spatial transcriptomics analysis through natural language interfaces.