AMD Finance 25.11 release notes

AMD Finance 25.11 release notes#

1 min read time

Applies to Linux

This is the initial release of the AMD Finance toolkit, providing production-ready support for GPU-accelerated Gradient Boosting Machine (GBM) libraries on ROCm 7.0 and 6.4.

Release highlights#

This release introduces two libraries with ROCm support.

  • LightGBM is an open-source gradient boosting framework developed by Microsoft specializing in tree-based learning algorithms for supervised machine learning tasks like classification, regression, and ranking.

  • ThunderGBM is an open-source library developed by Xtra-Computing that accelerates Gradient Boosted Decision Trees (GBDTs) and Random Forests using GPUs, enabling high-performance machine learning for large-scale datasets.

See AMD Finance components for details.

Supported platforms#

To learn about hardware and software environment requirements, see the AMD Finance compatibility matrix and the AMD Finance installation prerequisites.

AMD Finance components#

Component

Version

Source

LightGBM

4.6.0.99

ThunderGBM

0.3.16