Popular GitHub Repositories for Accelerator

:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.

QKeras: a quantization deep learning library for Tensorflow Keras

FPGA Accelerator for CNN using Vivado HLS

Algebraic enhancements for GEMM & AI accelerators

A reading list for deep graph learning acceleration.

A FPGA Based CNN accelerator, following Google's TPU V1.

A diffuser implementation of Zero123. Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV23)

FREE TPU V3plus for FPGA is the free version of a commercial AI processor (EEP-TPU) for Deep Learning EDGE Inference

The Conversational Azure OpenAI (ChatGPT) Accelerator, from Microsoft partner Zammo.ai, uses OpenAI to improve customer experience by automating conversations and summarizations. This leverages Azure AI services, deploys to voice and text channels, and saves customers time creating UI, conversational flows, and API integrations.

A DNN Accelerator implemented with RTL.

Qualcomm Cloud AI SDK (Platform and Apps) enable high performance deep learning inference on Qualcomm Cloud AI platforms delivering high throughput and low latency across Computer Vision, Object Detection, Natural Language Processing and Generative AI models.

A Fast Modular Synthesizer in JAX

High Level Synthesis of a trained Convolutional Neural Network for handwritten digit recongnition.

The Doc Intelligence in-a-Box project leverages Azure AI Document Intelligence to extract data from PDF forms and store the data in a Azure Cosmos DB. This solution, part of the AI-in-a-Box framework by Microsoft Customer Engineers and Architects, ensures quality, efficiency, and rapid deployment of AI and ML solutions across various industries.

Describing How to Use Throughput Mode to Run Inference Effectively on Multiple NCS2 Devices with Intel (r) OpenVINO toolkit

List of AI solution accelerators by Microsoft

??????LLMs RoadMap，帮助各位从transformers仓库视角了解NLP传统任务，模型高效微调，低精度微调，分布式模型训练等工程内容

A toolkit to simplify Azure OpenAI integration.

This project demonstrates the high performance of OpenVINO asynchronous inference API

A python package for applying LLM with LangChain and Hugging Face on local CUDA/MPS host