---
language:
- multilingual
- zh
- ja
- ar
- ko
- de
- fr
- es
- pt
- hi
- id
- it
- tr
- ru
- bn
- ur
- mr
- ta
- vi
- fa
- pl
- uk
- nl
- sv
- he
- sw
- ps
tags:
- text-classification
- zero-shot-classification
- nli
- pytorch
pipeline_tag: zero-shot-classification
library_name: transformers
license: mit
base_model: MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 
---

Multilingual mDeBERTa base model fineted on Text_emotions dataset.

Dataset link : https://www.kaggle.com/datasets/nelgiriyewithana/emotions/data

Finetuned for classifying text into sadness (0) joy (1) love (2) anger (3) fear (4) and surprise (5) emotions.