Text Classification
fastText
English
register-classification
text-type
content-filtering
data-curation
Instructions to use oneryalcin/text-register-fasttext-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- fastText
How to use oneryalcin/text-register-fasttext-classifier with fastText:
from huggingface_hub import hf_hub_download import fasttext model = fasttext.load_model(hf_hub_download("oneryalcin/text-register-fasttext-classifier", "model.bin")) - Notebooks
- Google Colab
- Kaggle
Add YAML metadata to model card
Browse files
README.md
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# Text Register FastText Classifier
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A FastText classifier that detects the **communicative register** (text type) of any English text at ~500k predictions/sec on CPU.
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---
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language:
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- en
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license: mit
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library_name: fasttext
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tags:
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- fasttext
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- text-classification
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- register-classification
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- text-type
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- content-filtering
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- data-curation
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pipeline_tag: text-classification
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datasets:
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- TurkuNLP/register_oscar
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metrics:
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- precision
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- recall
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- f1
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---
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# Text Register FastText Classifier
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A FastText classifier that detects the **communicative register** (text type) of any English text at ~500k predictions/sec on CPU.
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