# Hugging Face Transformers v5.11.0 — Release & Upgrade Intelligence
- **Product:** Hugging Face Transformers (https://huggingface.co)
- **Version:** v5.11.0
- **Released:** Jun 10, 2026
- **Impact Score:** 5/10
- **Breaking Changes:** Not verified
- **Canonical Analysis:** https://changelogs.us/transformers/updates/v5.11.0/

## Executive Summary (TL;DR)
Hugging Face Transformers v5.11.0. Source highlight: <img width="1240" height="700" alt="image" src="https://github.com/user-attachments/assets/5081e449-6374-4076-bd96-d295c8334ca4" />

## New Features
- Add deepseek 3.2 exp (#41251) by @ArthurZucker in #41251
- Add deepseek 3.2 exp (#41251)
- Added cosmos3 model (#46146)

## Bug Fixes
- Fix dtype mismatch in NemotronH/Zamba2 Mamba2 CUDA-kernel path (`out_proj`) (#46487) by @yuekaizhang in [#46487]
- fix(falcon_mamba): recommend `pip install kernels` in fast-path warning (#46343) by @Anai-Guo in [#46343]
- revisit history parallel beam search tests to avoid unnecessary fix (#46495) by @kaixuanliu in [#46495]
- fix qwen series VL model's model parallel bug (#46316) by @kaixuanliu in [#46316]
- Fix the offsets in processing (#46525) by @zucchini-nlp in [#46525]
- Fix buggy action sha pin (#46534) by @ydshieh in [#46534]

## Upgrade Command
```bash
python -m pip install 'transformers==5.11.0'
```