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tianfangfei/bert-base-chinese-douban-sentiment · Pirate Face

tianfangfei/bert-base-chinese-douban-sentiment

Source: 🤗🏴‍☠️ Rescued by: isilicontext-classificationapache-2.0102M params410 MBsafetensors✓ 1 checksumupdated 3d ago

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Model size: 410 MB
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bert-base-chinese fine-tuned on Douban reviews

A sentiment classifier (negative / positive) made for CHI3242.

Base model: bert-base-chinese, with a new classifier on the [CLS] vector
Data: Douban reviews from qhchina-data; 1 star = negative, 5 stars = positive
Training: 5,000 + 5,000 reviews, 1 epoch, learning rate 2e-5
Test accuracy (1,000 + 1,000 held-out reviews): 0.922

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Original

F32409 MB Magnet

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↑ Finetuned from google-bert/bert-base-chinese