# Hugging Face Transformers v4.24.0 — Release & Upgrade Intelligence
- **Product:** Hugging Face Transformers (https://huggingface.co)
- **Version:** v4.24.0
- **Released:** Nov 01, 2022
- **Impact Score:** 7/10
- **Breaking Changes:** Source flagged
- **Canonical Analysis:** https://changelogs.us/transformers/updates/v4.24.0/

## Executive Summary (TL;DR)
Hugging Face Transformers v4.24.0. Source highlight: ESM-2 and ESMFold are new state-of-the-art Transformer protein language and folding models from Meta AI's Fundamental AI Research Team (FAIR). ESM-2 is trained with a masked language modeling objective, and it can be easily transferred to sequence and token classification tasks for proteins. Checkpo

## Breaking Changes & Deprecations
- 🚨 Breaking changes The following changes are bugfixes that we have chosen to fix even if it changes the resulting behavior. We mark them as breaking changes, so if you are using this part of the codebase, we recommend you take a look at the PRs to understand what changes were done exactly.
- The following changes are bugfixes that we have chosen to fix even if it changes the resulting behavior. We mark them as breaking changes, so if you are using this part of the codebase, we recommend you take a look at the PRs to understand what changes were done exactly.
- 🚨🚨🚨  TF: Remove `TFWrappedEmbeddings` (breaking: TF embedding initialization updated for encoder-decoder models)  by @gante in #19263
- 🚨🚨🚨 [Breaking change] Deformable DETR intermediate representations  by @Narsil in #19678

## New Features
- Add ESMFold by @Rocketknight1 in #19977
- Add LiLT  by @NielsRogge in #19450
- Add `flan-t5` documentation page  by @younesbelkada in #19892
- Add table transformer [v2]  by @NielsRogge in #19614
- Added type hints to `DebertaV2ForMultipleChoice` Pytorch (#19536)
- Added translation of run_scripts.mdx to Portuguese Issue #16824 (#19800)

## Bug Fixes
- Enabling custom TF signature draft  by @dimitreOliveira in #19249
- Fix whisper for `pipeline`  by @ArthurZucker in #19482
- Extend `nested_XXX` functions to mappings/dicts.  by @Guillem96 in #19455
- Syntax issues (lines 126, 203)  by @kant in #19444
- CLI: add import protection to datasets  by @gante in #19470
- Fix `TFGroupViT` CI  by @ydshieh in #19461

## Upgrade Command
```bash
python -m pip install 'transformers==4.24.0'
```