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训练 ditorch   |   推理 dlinfer   |   编译 dlBLAS

人工智能开放计算平台-DeepLink,作为芯片与深度学习框架适配的“桥梁”,根本性实现软硬件解耦,建设开放的软硬件适配生态。遵守此标准可以实现主流框架与芯片高效适配,极大降低算力使用门槛,减少技术阻力。从而打破算力和框架的垄断,实现算力要素多样化。并且通过编译的力量,提升整体的训练效率。基于DeepLink,上下游厂商通过一次适配即可深度接入算法生态,为人工智能软硬上下游合作共建起到关键纽带作用。

DeepLink2.0 以1.0版本为基础,从场景支持、互联能力、易用性和性能优化四个方向扩展软硬件适配版图。从原本只涵盖AI技术框架、接口层的结构中,逐步扩展了AI并行框架层和计算层:

  1. AI并行框架:DeepLink2.0支持开源轻量级AI加速框架InternEvo,支持无需大量依赖关系的模型预训练;同时支持微调工具库XTuner、推理部署工具箱LMDeploy。
  1. 计算层:逐步建设triton编译生态,针对硬件特性进行扩展功能加持。
  2. 接口层:着力于异构互联方案的建设,通过跨域异构互联可实现不同算力性能的芯片自由组合,而无需依赖单一高算力芯片“抱团”。

目前,DeepLink已与10余家硬件企业展开合作,在多个计算平台实现了多个模型的训练和推理适配。

Popular repositories Loading

  1. DIOPI DIOPI Public

    Python 73 36

  2. deeplink.framework deeplink.framework Public

    Python 69 30

  3. dlinfer dlinfer Public

    Python 53 10

  4. DLOP-Bench DLOP-Bench Public

    A benchmark suited especially for deep learning operators

    Python 42 5

  5. CVFusion CVFusion Public

    CVFusion is an open-source deep learning compiler to fuse the OpenCV operators.

    C++ 31 5

  6. AIChipBenchmark AIChipBenchmark Public

    Python 28 10

Repositories

Showing 10 of 59 repositories
  • lmdeploy Public Forked from InternLM/lmdeploy

    LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

    DeepLink-org/lmdeploy’s past year of commit activity
    Python 3 Apache-2.0 601 0 5 Updated Aug 13, 2025
  • DLSlime Public

    DLSlime RDMA Transfer Engine

    DeepLink-org/DLSlime’s past year of commit activity
    C++ 15 BSD-3-Clause 2 0 2 Updated Aug 13, 2025
  • dlinfer Public
    DeepLink-org/dlinfer’s past year of commit activity
    Python 53 BSD-3-Clause 10 7 6 Updated Aug 12, 2025
  • dlBLAS Public

    dlBLAS: clean and efficient kernels

    DeepLink-org/dlBLAS’s past year of commit activity
    Python 6 BSD-3-Clause 3 5 1 Updated Aug 7, 2025
  • DeepLink-org/deeplink-rtd-docs’s past year of commit activity
    Python 0 2 0 1 Updated Aug 4, 2025
  • DIOPI.dev Public Forked from DeepLink-org/DIOPI

    The development repository of DeepLink-org/DIOPI

    DeepLink-org/DIOPI.dev’s past year of commit activity
    Python 1 BSD-3-Clause 36 0 1 Updated Jul 30, 2025
  • .github Public
    DeepLink-org/.github’s past year of commit activity
    1 0 0 0 Updated Jul 29, 2025
  • DeepLink-org/AIChipBenchmark’s past year of commit activity
    Python 28 BSD-3-Clause 10 4 1 Updated Jul 9, 2025
  • DeepLinkExt Public
    DeepLink-org/DeepLinkExt’s past year of commit activity
    Python 13 BSD-3-Clause 2 1 11 Updated May 23, 2025
  • InternEvo Public Forked from InternLM/InternEvo
    DeepLink-org/InternEvo’s past year of commit activity
    Python 0 Apache-2.0 70 0 5 Updated May 14, 2025

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