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en-social-bias-detector
gwoo123/en-social-bias-detector
en-social-bias-detector is a machine learning model from gwoo123. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Final deployable package for Hugging Face or application integration.
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At a glance
- Access
- Public
- Created
- Jul 26, 2026
- Updated
- Jul 26, 2026
- SHA
- aba463b4
Model card
From the Hugging Face model README
English Social Bias Detector v4.6.2
Final deployable package for Hugging Face or application integration.
What is included
- Frozen v4.3 Transformer weights and trained heads from v4.5.1
- v4.4 context/relation hardening
- v4.5 exact-span inference
- v4.5.1 token-boundary hotfix
- v4.6 minimal-edit span refinement
- v4.6.2 high-precision rescue and external-constraint guard
pipeline.pywith one stable public function:detect_biasapp.pyGradio demonstration app
No Transformer weights were retrained for v4.6 or v4.6.2.
Python usage
from pipeline import detect_bias
result = detect_bias("Women are naturally less suited for leadership roles.")
print(result["predicted_label"])
print(result["rewrite_spans"])
Hugging Face Space
Use app.py as the Space entry point. The repository must contain the model artifact directories next to pipeline.py.
Validation status
The targeted v4.6.2 suite reported by the project owner passed:
- Label checks: 18/18
- Span checks: 18/18
- Hard negatives: 7/7
These are targeted regression checks, not a universal accuracy guarantee.
- Created
- Jul 26, 2026
- Updated
- Jul 26, 2026