Non-invasive decoding of typed sentences from MEG and EEG brain recordings using a convolutional encoder, transformer, and character-level language model.
Official PyTorch implementation of Superpoint Transformer [ICCV'23], SuperCluster [3DV'24 Oral], and EZ-SP [ICRA'26]
Formula Recognition & Office Editing | Handwriting & PDF to LaTeX/Markdown | Secure API Integrations.
cuDNN Frontend is NVIDIA's modern, open-source entry point to the cuDNN library and a growing collection of high-performance open-source kernels.
Transform your 3D texturing workflow with the power of generative AI, directly within Blender!
[CVPR2026]πππOfficial code for the paper "YOLO-Master: MOE-Accelerated with Specialized Transformers for Enhanced Real-time Detection." *(YOLO = You Only Look Once)* π₯π₯π₯
π― Claude Code / Codex skill β transform Chinese architecture, cultural places & travel photos into art-directed editorial posters with GPT Image. δΈε½ε€ε»ΊηδΈε¨ε°ζεη §η β θΊζ―ζε―Όζ΅·ζ₯
Pretraining Transformers Without Backpropagation
vllm based inference engine for looped transformer
an open-source, from-first-principles reconstruction of the ideas behind TypeSafe AI's Jev, written in pytorch
Skill open source do Claude Code que transforma clipes de Valorant/FPS e uma mΓΊsica num edit no beat para TikTok: kills no beat, slow motion com RIFE, transiΓ§Γ΅es, letra na tela. Tutorial em portuguΓͺs.
This repo is a alternative solution for standard self-attention. It uses tree routing with learnable functions for cheaper self-attention while not compromising accuracy.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
State-of-the-Art Embeddings, Retrieval, and Reranking
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
Hackable and optimized Transformers building blocks, supporting a composable construction.
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
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 β all through one unified, production-ready inference API.
The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.
π§ Build, run, and manage data pipelines for integrating and transforming data.
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
SD.Next: All-in-one WebUI for AI generative image and video creation, captioning and processing
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
A concise but complete full-attention transformer with a set of promising experimental features from various papers
A treasure chest for visual classification and recognition powered by PaddlePaddle
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Robust recipes to align language models with human and AI preferences
MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.
The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.
A library for mechanistic interpretability of GPT-style language models
Scenic: A Jax Library for Computer Vision Research and Beyond
Seamlessly integrate LLMs into scikit-learn.
π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Mirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions intelligently. By capturing real-time visual data and consolidating it into structured memories, Mirix transforms raw inputs into a rich knowledge base that adapts to your digital experiences.
PyTorch native quantization for training and inference
Data manipulation and transformation for audio signal processing, powered by PyTorch
xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism
streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL
Crankshaft: A turnkey GNU/Linux solution that transforms a Raspberry Pi to an Android Auto head unit.
PyWavelets - Wavelet Transforms in Python
A lightweight framework for building LLM-based agents
[ICCV 2025 Highlight] OminiControl: Minimal and Universal Control for Diffusion Transformer
Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch
Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. π26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. π Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
A cross platform way to express data transformation, relational algebra, standardized record expression and plans.
Free Offline OCR 离线ηδΈζζζ¬ζ£ζ΅+θ―ε«SDK
Scalable and memory-optimized training of diffusion models
Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.
Python Extract Transform and Load Tables of Data
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using β‘ Pytorch Lightning and π€ Transformers.
LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and Intel/AMD/Apple CPU via HF, vLLM, and SGLang.
[NeurIPS2026] We present StableAvatar, the first end-to-end video diffusion transformer, which synthesizes infinite-length high-quality audio-driven avatar videos without any post-processing, conditioned on a reference image and audio.
Python interface to PROJ (cartographic projections and coordinate transformations library)