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yahoo-answers-bert
Finesse4002/yahoo-answers-bert
yahoo-answers-bert is a text classification model from Finesse4002. Use it when you need a label for a piece of text. It is set up for transformers.js. The card lists the license as apache-2.0.
10-class classifier for Yahoo! Answers questions (title + content): Society & Culture, Science & Mathematics, Health, Education & Reference, Computers & Internet, Sports, Business & Finance, Entertainment, Family & Re…
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At a glance
- Task
- Text Classification
- Library
- transformers.js
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Aug 29, 2026
- Updated
- Aug 29, 2026
- SHA
- 51a17fa4
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Base models
Model card
From the Hugging Face model README
Yahoo! Answers topic classification (Base BERT, fine-tuned)
10-class classifier for Yahoo! Answers questions (title + content): Society & Culture, Science & Mathematics, Health, Education & Reference, Computers & Internet, Sports, Business & Finance, Entertainment, Family & Relationships, Politics & Government.
Winner of 11 models trained in the CSE440 lab project notebook:
test 70.02% accuracy / 0.696 macro-F1 (10k stratified official-test subsample).
This copy is int8-quantized ONNX for in-browser inference with
transformers.js (dtype q8),
reproducing the torch model within 0.1 pt (0.6990 measured).
Training: lr=2e-5, batch=32, 2 epochs, seed 42, lemmatized text, max_len=96.
- Task
- Text Classification
- Library
- transformers.js
- Type
- bert
- License
- apache-2.0
- Created
- Aug 29, 2026
- Updated
- Aug 29, 2026