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finance-emotions-model
otaviosbampato/finance-emotions-model
finance-emotions-model is a machine learning model from otaviosbampato. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
this is a simple project created as part of a learning experience on the intricate functioning of LLM's and transformers. it uses a BERT (encoder-only) model to infer emotions from small phrases in finance. emotions c…
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At a glance
- Model type
- bert
- Access
- Public
- Created
- Nov 21, 2025
- Updated
- Nov 21, 2025
- SHA
- 35b470b4
Model card
From the Hugging Face model README
Inference of emotions in finance context
this is a simple project created as part of a learning experience on the intricate functioning of LLM's and transformers. it uses a BERT (encoder-only) model to infer emotions from small phrases in finance. emotions can be classified as either one of seven labels: neutral, happy, fear, anger, sad, disgust, surprise.
feats
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uses BERT (encoder-only) for sequence classification.
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tokenization with bert-base-cased.
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custom mapping from emotion labels to numeric IDs.
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training and evaluation with Hugging Face Trainer.
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accuracy metric using evaluate.
- Type
- bert
- Created
- Nov 21, 2025
- Updated
- Nov 21, 2025