v0.9.0

multica-ai/multicav0.9.0Aug 12, 2026by stephantul

AI Summary

This release focuses on improving code stability and quality by removing the PyTorch Lightning dependency and refactoring the inference pipeline. It introduces regression and integration tests to ensure consistent behavior and fixes a critical bug in safetensors handling.

Key Highlights

Removed PyTorch Lightning dependency
Refactored the inference pipeline
Added regression and integration tests
Fixed safetensors contiguity bug
Updated integration test results for skeletoken

New Features

Added regression tests
Added integration and regression tests
Updated integration test results for skeletoken

Full Release Notes

## What's Changed
* feat: add regression by @stephantul in https://github.com/MinishLab/model2vec/pull/333
* feat: Integration or regression tests by @stephantul in https://github.com/MinishLab/model2vec/pull/336
* feat: remove lightning by @stephantul in https://github.com/MinishLab/model2vec/pull/337
* feat: refactor inference by @stephantul in https://github.com/MinishLab/model2vec/pull/338
* fix: guard against safetensors contiguity bug by @stephantul in https://github.com/MinishLab/model2vec/pull/341
* feat: bump skeletoken & update integration test results by @stephantul in https://github.com/MinishLab/model2vec/pull/342
* chore: bump version by @stephantul in https://github.com/MinishLab/model2vec/pull/343


**Full Changelog**: https://github.com/MinishLab/model2vec/compare/v0.8.2...v0.9.0