Repository Index

🤗 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.

• nlp
• natural-language-processing
• pytorch
• pytorch-transformers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

• deep-learning
• diffusion
• image-generation
• pytorch

State-of-the-art 2D and 3D Face Analysis Project

• face-recognition
• face-detection
• mxnet
• face-alignment

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

• natural-language-processing
• machine-learning
• named-entity-recognition
• machine-translation

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

• adapter
• diffusion
• llm
• parameter-efficient-learning

State-of-the-Art Embeddings, Retrieval, and Reranking

Open-source State-of-the-art TTS model which runs on a CPU 😻

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

• blackwell
• cuda
• moe
• pytorch

A very simple framework for state-of-the-art Natural Language Processing (NLP)

• pytorch
• nlp
• named-entity-recognition
• sequence-labeling

Agent S: the state-of-the-art open source computer use agents

• agent-computer-interface
• ai-agents
• computer-automation
• gui-agents

Moshi is a speech-text foundation model and full-duplex spoken dialogue framework. It uses Mimi, a state-of-the-art streaming neural audio codec.

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

• sam
• yolo
• deep-learning
• object-detection

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

Translateda state-of-the-art-level open visual language model | multimodal pre-trained model

• cross-modality
• language-model
• multi-modal
• pretrained-models

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

• anomaly-localization
• anomaly-segmentation
• anomaly-detection
• unsupervised-learning

:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

• speech-synthesis
• text-to-speech
• tensorflow2
• melgan

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

• self-driving-car
• tensorflow
• reinforcement-learning
• unreal-engine

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

• python
• machine-learning
• random-forest
• tensorflow