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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 / ensemble

Commit History

2 days ago

  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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    e42cda0

3 days ago

  1. Bid-item shorthand expansion (abbrev.py) in both predictors + 790-item TxDOT bid-item evaluation

    constructelligence
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    eec49a5

10 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)

    constructelligence
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    ad1145a

11 days ago

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

    constructelligence
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    9d4c04e