Instructions to use WebOrganizer/TopicClassifier-NoURL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use WebOrganizer/TopicClassifier-NoURL with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="WebOrganizer/TopicClassifier-NoURL", trust_remote_code=True)# Load model directly from transformers import AutoModelForSequenceClassification model = AutoModelForSequenceClassification.from_pretrained("WebOrganizer/TopicClassifier-NoURL", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
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README.md
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@@ -93,6 +93,7 @@ AutoModelForSequenceClassification.from_pretrained(
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@article{wettig2025organize,
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title={Organize the Web: Constructing Domains Enhances Pre-Training Data Curation},
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author={Alexander Wettig and Kyle Lo and Sewon Min and Hannaneh Hajishirzi and Danqi Chen and Luca Soldaini},
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year={2025}
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}
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```
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@article{wettig2025organize,
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title={Organize the Web: Constructing Domains Enhances Pre-Training Data Curation},
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author={Alexander Wettig and Kyle Lo and Sewon Min and Hannaneh Hajishirzi and Danqi Chen and Luca Soldaini},
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journal={arXiv preprint arXiv:2502.10341},
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year={2025}
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}
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```
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