Intel Corporation (intel)

Intel Corporation

intel

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Intel Corporation's repositories

neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

Language:PythonLicense:Apache-2.0Stargazers:1892Issues:32Issues:180

intel-extension-for-transformers

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

Language:PythonLicense:Apache-2.0Stargazers:1881Issues:26Issues:121

linux-sgx

Intel SGX for Linux*

Language:C++License:NOASSERTIONStargazers:1262Issues:94Issues:691

scikit-learn-intelex

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

Language:PythonLicense:Apache-2.0Stargazers:1149Issues:32Issues:220

llvm

Intel staging area for llvm.org contribution. Home for Intel LLVM-based projects.

compute-runtime

Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver

Language:C++License:MITStargazers:1050Issues:78Issues:524

intel-extension-for-tensorflow

Intel® Extension for TensorFlow*

Language:C++License:NOASSERTIONStargazers:302Issues:17Issues:59

confidential-computing-zoo

Confidential Computing Zoo provides confidential computing solutions based on Intel SGX, TDX, HEXL, etc. technologies.

Language:CMakeLicense:Apache-2.0Stargazers:283Issues:14Issues:9

intel-sgx-ssl

Intel® Software Guard Extensions SSL

Language:AssemblyLicense:NOASSERTIONStargazers:218Issues:25Issues:83
Language:C++License:NOASSERTIONStargazers:155Issues:37Issues:64
Language:C++License:NOASSERTIONStargazers:125Issues:18Issues:45

neural-speed

An innovative library for efficient LLM inference via low-bit quantization

Language:C++License:Apache-2.0Stargazers:122Issues:6Issues:20

cartwheel-ffmpeg

Intel developer staging area for unmerged upstream patch contributions to FFmpeg

intel-xpu-backend-for-triton

OpenAI Triton backend for Intel® GPUs

Language:C++License:MITStargazers:64Issues:18Issues:254

linux-npu-driver

Intel® NPU (Neural Processing Unit) Driver

Language:C++License:MITStargazers:58Issues:4Issues:6

onnxruntime

ONNX Runtime: cross-platform, high performance scoring engine for ML models

Language:C++License:MITStargazers:49Issues:6Issues:14

llm-on-ray

Pretrain, finetune and serve LLMs on Intel platforms with Ray

Language:PythonLicense:Apache-2.0Stargazers:33Issues:8Issues:54

auto-round

SOTA Weight-only Quantization Algorithm for LLMs

Language:PythonLicense:Apache-2.0Stargazers:21Issues:6Issues:0

compute-aggregation-layer

Compute Aggregation Layer for oneAPI Level Zero and OpenCL(TM) Applications

Language:C++License:NOASSERTIONStargazers:9Issues:6Issues:0

cve-bin-tool-action

Known vulnerability scanning for your GitHub repository using CVE Binary Tool. This Action can scan binaries, component lists and SBOMs for known vulnerabilities and CVEs. It can generate SBOM component lists as well as reports in the Security Tab and in HTML/JSON/PDF format.

Language:PythonLicense:GPL-3.0Stargazers:8Issues:2Issues:12

GenAIExamples

Intel Generative AI Examples such as ChatQnA based on RAG, Code Generation, Summarization etc.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:8Issues:0Issues:0
Language:C++License:Apache-2.0Stargazers:8Issues:7Issues:1