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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 / IMPROVEMENT-PLAN.md

Commit History

Yesterday

  1. Opt-in --bid-items mode: TF-IDF also trained on 2,842 real TxDOT bid items (item-held-out .489 -> .608)

    constructelligence
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9 days ago

  1. Add evidence caveat, calibration/abstention (91% precision at 50% coverage) and improvement roadmap

    constructelligence
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    e43c8ca