pytorch

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

Perform data science on data that remains in someone else's server

End-to-End Speech Processing Toolkit

A PyTorch implementation of the Transformer model in "Attention is All You Need".

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

Containers for machine learning

so-vits-svc fork with realtime support, improved interface and more features.

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

Open-source SenseVoiceSmall model for Mandarin, Cantonese, English, Japanese, and Korean ASR, language ID, emotion recognition, and audio event detection.

Deep universal probabilistic programming with Python and PyTorch

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc.

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

Lab Materials for MIT 6.S191: Introduction to Deep Learning

AI Toolkit for Healthcare Imaging

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

A resource for learning about Machine learning & Deep Learning