humit-tagger-small

34
license:mit
by
Humit-Oslo
Code Model
OTHER
New
34 downloads
Early-stage
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Quick Summary

AI model with specialized capabilities.

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by humit-tagger-small with quality assessment

Specialized For

general
multilingual

Training Datasets (1)

c4
🔵 6/10
general
multilingual
Key Strengths
  • •Scale and Accessibility: 750GB of publicly available, filtered text
  • •Systematic Filtering: Documented heuristics enable reproducibility
  • •Language Diversity: Despite English-only, captures diverse writing styles
Considerations
  • •English-Only: Limits multilingual applications
  • •Filtering Limitations: Offensive content and low-quality text remain despite filtering

Explore our comprehensive training dataset analysis

View All Datasets

Code Examples

pythontransformers
from transformers import AutoModel
humit_tagger = AutoModel.from_pretrained("Humit-Oslo/humit-tagger-small", trust_remote_code=True)
python
humit_tagger = AutoModel.from_pretrained("Humit-Oslo/humit-tagger-small", trust_remote_code=True, batch_size=16, device="cuda")
Several example use cases:python
humit_tagger.tag("Dette er en norsk setning.")
Several example use cases:python
humit_tagger.tag(["Dette er en norsk setning.", "Dette er en annen norsk setning."])

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