Model: AdamCodd/distilbert-base-uncased-finetuned-emotion-balanced
Author: AdamCodd
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, onnx, safetensors, distilbert, text-classification, generated_from_trainer, dataset:AdamCodd/emotion-balanced, base_model:distilbert/distilbert-base-uncased, base_model:quantized:distilbert/distilbert-base-uncased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (quantized): id: distilbert/distilbert-base-uncased
Card metadata: license: apache-2.0
tags: generated_from_trainer
datasets: AdamCodd/emotion-balanced
metrics: accuracy, f1, recall, precision
widget: text: He looked out of the rain-streaked window, lost in thought, the faintest hint of melancholy in his eyes, as he remembered moments from a distant past.
example_title: Sadness, text: As she strolled through the park, a soft smile played on her lips, and her heart felt lighter with each step, appreciating the simple beauty of nature.
example_title: Joy, text: Their fingers brushed lightly as they exchanged a knowing glance, a subtle connection that spoke volumes about the deep affection they held for each other.
example_title: Love, text: She clenched her fists and took a deep breath, trying to suppress the simmering frustration that welled up when her ideas were dismissed without consideration.
example_title: Anger, text: In the quiet of the night, the gentle rustling of leaves outside her window sent shivers down her spine, leaving her feeling uneasy and vulnerable.
example_title: Fear, text: Upon opening the old dusty book, a delicate, hand-painted map fell out, revealing hidden treasures she never expected to find.
example_title: Surprise sentence
base_model: distilbert-base-uncased
model-index: name: distilbert-base-uncased-finetuned-emotion-balanced
results: task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
args: default
metrics: type: accuracy
value: 0.9521
name: Accuracy
verified: no, type: loss
value: 0.1216
name: Loss
verified: no, type: f1
value: 0.9520944952964783
name: F1
verified: no
Likes: 1 | All-time downloads: 3803
Created: 2023-09-08 18:17:39