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Develop on Intel, from AI PC to Data Center

Speed up AI development using Intel®-optimized software on the latest Intel® Core™ Ultra processor, Intel® Xeon® processor, Intel® Gaudi® AI Accelerator, and GPU compute. You can get started right away on the Intel® Tiber™ AI Cloud for free.

As a participant in the open source software community since 1989, Intel uses industry collaboration, co-engineering, and open source contributions to deliver a steady stream of code and optimizations that work across multiple platforms and use cases. We push our contributions upstream so developers get the most current and optimized software that works across multiple platforms and maintains security.

Check out the following repositories to jumpstart your development work on Intel:

  • OPEA GenAI Examples - Examples such as ChatQnA which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.
  • AI PC Notebooks - A collection of notebooks designed to showcase generative AI workloads on AI PC
  • Open3D - A modern library for 3D data processing
  • Optimum Intel - Accelerate inference with Intel optimization tools
  • Optimum Habana - Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
  • Intel Neural Compressor - SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
  • OpenVINO Notebooks - 📚 Jupyter notebook tutorials for OpenVINO™
  • SetFit - Efficient few-shot learning with Sentence Transformers
  • FastRAG - Efficient retrieval augmentation and generation (RAG) framework

DevHub Discord

Join us on the Intel DevHub Discord server to chat with other developers in channels like #dev-projects, #gaudi, and #large-language-models.

Learn more about Intel's open source efforts

Visit open.intel.com to find out more, or follow us on X or LinkedIn!

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  1. cve-bin-tool Public

    The CVE Binary Tool helps you determine if your system includes known vulnerabilities. You can scan binaries for over 350 common, vulnerable components (openssl, libpng, libxml2, expat and others),…

    Python 1.4k 529

  2. intel-extension-for-pytorch Public

    A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

    Python 1.8k 268

  3. neural-compressor Public

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

    Python 2.4k 267

  4. ai Public

    Explore our open source AI portfolio! Develop, train, and deploy your AI solutions with performance- and productivity-optimized tools from Intel.

    37 6

  5. ipex-llm Public

    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, discr…

    Python 7.8k 1.3k

  6. intel-one-mono Public

    Intel One Mono font repository

    9.6k 312

Repositories

Showing 10 of 1261 repositories
  • intel-device-plugins-for-kubernetes Public

    Collection of Intel device plugins for Kubernetes

    Go 76 Apache-2.0 207 46 10 Updated Apr 21, 2025
  • torch-xpu-ops Public
    C++ 38 Apache-2.0 37 127 (1 issue needs help) 41 Updated Apr 21, 2025
  • 0 MIT 7 0 0 Updated Apr 21, 2025
  • gprofiler Public

    gProfiler is a system-wide profiler, combining multiple sampling profilers to produce unified visualization of what your CPU is spending time on.

    Python 776 Apache-2.0 61 98 (1 issue needs help) 38 Updated Apr 21, 2025
  • llvm Public

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

    LLVM 1,318 766 589 (17 issues need help) 250 Updated Apr 21, 2025
  • intel-xpu-backend-for-triton Public

    OpenAI Triton backend for Intel® GPUs

    MLIR 179 MIT 56 217 (1 issue needs help) 29 Updated Apr 21, 2025
  • auto-round Public

    Advanced Quantization Algorithm for LLMs/VLMs.

    Python 431 Apache-2.0 34 15 3 Updated Apr 21, 2025
  • onnxruntime Public Forked from microsoft/onnxruntime

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

    C++ 61 MIT 3,232 6 19 Updated Apr 21, 2025
  • ipex-llm Public

    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.

    Python 7,774 Apache-2.0 1,345 1,131 (11 issues need help) 285 Updated Apr 21, 2025
  • cve-bin-tool Public

    The CVE Binary Tool helps you determine if your system includes known vulnerabilities. You can scan binaries for over 350 common, vulnerable components (openssl, libpng, libxml2, expat and others), or if you know the components used, you can get a list of known vulnerabilities associated with an SBOM or a list of components and versions.

    Python 1,389 GPL-3.0 529 126 (1 issue needs help) 45 Updated Apr 21, 2025

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