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st_cr_keywords
economy/st_cr_keywords
st_cr_keywords is a text classification model from economy. Use it when you need a label for a piece of text. It is set up for setfit.
This is a SetFit model that can be used for Text Classification. This SetFit model uses sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 as the Sentence Transformer embedding model. A LogisticRegression ins…
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At a glance
- Task
- Text Classification
- Library
- setfit
- Model type
- bert
- Access
- Public
- Created
- Feb 24, 2025
- Updated
- Feb 25, 2025
- SHA
- 18a6a147
Try a prompt
Base models
Model card
From the Hugging Face model README
SetFit with sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
This is a SetFit model that can be used for Text Classification. This SetFit model uses sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 as the Sentence Transformer embedding model. A LogisticRegression instance is used for classification.
The model has been trained using an efficient few-shot learning technique that involves:
- Fine-tuning a Sentence Transformer with contrastive learning.
- Training a classification head with features from the fine-tuned Sentence Transformer.
Model Details
Model Description
- Model Type: SetFit
- Sentence Transformer body: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
- Classification head: a LogisticRegression instance
- Maximum Sequence Length: 128 tokens
- Number of Classes: 237 classes
Model Sources
- Repository: SetFit on GitHub
- Paper: Efficient Few-Shot Learning Without Prompts
- Blogpost: SetFit: Efficient Few-Shot Learning Without Prompts
Model Labels
| Label | Examples |
|---|---|
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The model card is truncated. Read the rest on Hugging Face.
- Task
- Text Classification
- Library
- setfit
- Type
- bert
- Created
- Feb 24, 2025
- Updated
- Feb 25, 2025