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constructelligence
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masterformat-classifier

Text Classification
Transformers
Joblib
ONNX
Safetensors
English
bert
masterformat
masterformat-classifier
csi-masterformat
construction
construction-technology
sequence-classification
tfidf
ensemble
specs
spec-writing
specifications
takeoff
estimating
cost-code
ufgs
public-domain
Eval Results (legacy)
text-embeddings-inference
Model card Files
xet
 Community
masterformat-classifier

Commit History

13 days ago

  1. Upgrade ensemble to word+char TF-IDF: line-item 0.686->0.702, section 0.613->0.620 (weights chosen on val)

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    ad1145a

14 days ago

  1. Add transformer+TF-IDF ensemble (line-item top-1 0.597 -> 0.686) and document it in the card

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    9d4c04e

  2. Publish mf-0.2: completed GPU fine-tune (val 46.6%, 2.3x mf-0.1) + new model card with metrics/ONNX

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    b774c08

  3. Improve model card (SEO title, FAQ, citation, widgets) and add predict.py CLI, CITATION.cff, requirements.txt

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    1d29f6c

18 days ago

  1. Upload mf-0.1

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    3ccb233

  2. initial commit

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    d22d566