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Update docs for new features#2432

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chensuyue wants to merge 7 commits intomasterfrom
suyue/md
Open

Update docs for new features#2432
chensuyue wants to merge 7 commits intomasterfrom
suyue/md

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Type of Change

documentation

Description

This pull request updates documentation and installation guides to add support for JAX in Intel Neural Compressor, alongside PyTorch and TensorFlow. It also updates compatibility information, feature matrices, and installation instructions to reflect new framework support and recent releases.

Framework support and compatibility:

  • Updated documentation (README.md, docs/source/get_started.md, docs/source/installation_guide.md) to include JAX as a supported framework, including new installation instructions and feature matrix entries.

Feature and API documentation:

  • Added FP8 quantization support for Keras/JAX and FP8 KV cache/Attention static quantization as experimental features in the "What's New" section.
  • Expanded feature matrix tables to include JAX and reorganized quantization technique documentation for clarity.

Installation instructions:

  • Added new pip install options for JAX (neural-compressor[jax] and neural-compressor-jax) and clarified framework-specific installation steps in the installation guide.

Signed-off-by: chensuyue <suyue.chen@intel.com>
Signed-off-by: chensuyue <suyue.chen@intel.com>
@chensuyue chensuyue requested review from XuehaoSun and thuang6 March 20, 2026 02:41
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left some nits, overall LGTM

Kaihui-intel and others added 4 commits March 20, 2026 12:35
Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
Signed-off-by: chensuyue <suyue.chen@intel.com>
Signed-off-by: chensuyue <suyue.chen@intel.com>
@chensuyue chensuyue added this to the 3.8 milestone Mar 23, 2026
Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
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4 participants