j-hartmann / text-classification updated 3 years ago

emotion-english-distilroberta-base

Name: emotion-english-distilroberta-base
Author: j-hartmann

With this model, you can classify emotions in English text data. The model was trained on 6 diverse datasets (see Appendix below) and predicts Ekman's 6 basic emotions, plus a neutral class:

Params

—

Context

512

Downloads 30d

531 K

Likes

503

Licence: unknown Not gated 1 languages View on Hugging Face ↗

Download history

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Specifications

Architecture: RobertaForSequenceClassification
Context length: 512
Vocabulary: 50,265
Layers / heads: 6 / 12
First seen on the Hub: 2022-03-02
Training datasets: undisclosed
Added to our catalog: 2026-07-28

Compare with

bge-reranker-v2-m3 19.2 M finbert 5.6 M bge-reranker-base 4.6 M Prompt-Guard-86M 4.5 M distilbert-base-uncased-finetuned-sst-2-english 3.7 M koelectra-small-v3-nsmc 2.9 M

Appears in

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