Downloads · 30 days
2.6K
1% of all-time downloads
emotion-english-roberta-large
j-hartmann/emotion-english-roberta-large
emotion-english-roberta-large is a text classification model from j-hartmann. Use it when you need a label for a piece of text. It is set up for transformers.
With this model, you can classify emotions in English text data. The model was trained on 6 diverse datasets and predicts Ekman's 6 basic emotions, plus a neutral class:
All-time downloads
390K
Public
Repo size
2.8 GB
Likes
18
Public
Repo makeup
Click a slice to open those files.
.bin1.4 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Aug 29, 2021
- SHA
- ab319b8c
Try a prompt
Model card
From the Hugging Face model README
Description ℹ
With this model, you can classify emotions in English text data. The model was trained on 6 diverse datasets and predicts Ekman's 6 basic emotions, plus a neutral class:
- anger 🤬
- disgust 🤢
- fear 😨
- joy 😀
- neutral 😐
- sadness 😭
- surprise 😲
The model is a fine-tuned checkpoint of RoBERTa-large.
For further details on this emotion model, please refer to the model card of its DistilRoBERTa version.
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Languages
- en
- Hf Inference
- live
- Created
- Mar 2, 2022
- Updated
- Aug 29, 2021