mirror of
https://github.com/NVIDIA/Model-Optimizer.git
synced 2026-11-07 08:54:02 +08:00
realAsma
ac30686c82
## What does this PR do? **Type of change:** ? <!-- Use one of the following: Bug fix, new feature, new example, new tests, documentation. --> **Overview:** ? ## Usage <!-- You can potentially add a usage example below. --> ```python # Add a code snippet demonstrating how to use this ``` ## Testing <!-- Mention how have you tested your change if applicable. --> ## Before your PR is "*Ready for review*" <!-- If you haven't finished some of the above items you can still open `Draft` PR. --> - **Make sure you read and follow [Contributor guidelines](https://github.com/NVIDIA/Model-Optimizer/blob/main/CONTRIBUTING.md)** and your commits are signed. - **Is this change backward compatible?**: Yes/No <!--- If No, explain why. --> - **Did you write any new necessary tests?**: Yes/No - **Did you add or update any necessary documentation?**: Yes/No - **Did you update [Changelog](https://github.com/NVIDIA/Model-Optimizer/blob/main/CHANGELOG.rst)?**: Yes/No <!--- Only for new features, API changes, critical bug fixes or bw breaking changes. --> ## Additional Information <!-- E.g. related issue. --> <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit ## Release Notes * **New Features** * Added NVFP4StaticQuantizer for improved 4-bit quantization with enhanced precision control * Introduced NVFP4MSECalibrator with flexible candidate generation for calibration optimization * **Improvements** * Optimized GPU kernels for Hopper+ graphics cards with better performance * Extended Triton support to broader GPU compatibility * Enhanced backward compatibility for restoring previously quantized models * **Tests** * Added comprehensive test coverage for new quantizers and calibration methods <!-- end of auto-generated comment: release notes by coderabbit.ai --> --------- Signed-off-by: realAsma <akuriparambi@nvidia.com>