# Hugging Face Transformers v4.47.0 — Release & Upgrade Intelligence
- **Product:** Hugging Face Transformers (https://huggingface.co)
- **Version:** v4.47.0
- **Released:** Dec 05, 2024
- **Impact Score:** 5/10
- **Breaking Changes:** Not verified
- **Canonical Analysis:** https://changelogs.us/transformers/updates/v4.47.0/

## Executive Summary (TL;DR)
Hugging Face Transformers v4.47.0. Source highlight: PaliGemma 2 and PaliGemma are lightweight open vision-language models (VLM) inspired by PaLI-3, and based on open components like the SigLIP vision model and the Gemma language model. PaliGemma takes both images and text as inputs and can answer questions about images with detail and context, meanin

## New Features
- Add I-JEPA  by @jmtzt in #33125
- Add OLMo November 2024  by @2015aroras in #34551
- Add T5 GGUF loading support  by @junejae in #33389
- Add GGUF for Mamba  by @VladOS95-cyber in #34200
- Add Nemotron GGUF Loading Support  by @farrosalferro in #34725
- Add Image Processor Fast RT-DETR  by @yonigozlan in #34354

## Improvements
- Improve gguf tensor processing  by @VladOS95-cyber in #34515
- 🌐 [i18n-KO] Translated perf_train_special.md to Korean (#34590)

## Bug Fixes
- Fix `use_parallel_residual` and `qkv_bias` for StableLM GGUF config extraction  by @Isotr0py in #34450
- Remove graph breaks for torch.compile() in flash_attention_forward when Lllama Model is padding free tuned  by @Abhishek-TAMU in #33932
- Better defaults  by @ArthurZucker in #34026
- translated gguf.md into chinese  by @blueingman in #34163
- CI: fix failures  by @zucchini-nlp in #34371
- Zamba is an LM  by @LysandreJik in #34342

## Upgrade Command
```bash
python -m pip install 'transformers==4.47.0'
```