Model: Tanneru/Emotion-Classification-DeBERTa-v3-Large
Author: Tanneru
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, deberta-v2, text-classification, emotion-detection, deberta, huggingface, emotion, emotion-classification, dataset:dair-ai/emotion, dataset:faisalsanto007/isear-dataset, dataset:debarshichanda/goemotions, arxiv:2006.03654, base_model:microsoft/deberta-v3-large, base_model:finetune:microsoft/deberta-v3-large, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-large
Card metadata: license: apache-2.0
tags: emotion-detection, text-classification, transformers, deberta, huggingface, emotion, emotion-classification
datasets: dair-ai/emotion, faisalsanto007/isear-dataset, debarshichanda/goemotions
metrics: accuracy, precision, recall, f1, confusion_matrix
model-index: name: Emotion-Classification-DeBERTa-v3-Large
results: task: type: text-classification
name: Emotion Classification
dataset: name: Merged Emotion Datasets (GoEmotions + ISEAR + Emotion)
type: text
metrics: name: Accuracy
type: accuracy
value: 0.96
verified: no, name: F1
type: f1
value: 0.94
verified: no
base_model: microsoft/deberta-v3-large
Likes: 1 | All-time downloads: 739
Created: 2025-07-30 02:38:02