cff-version: 1.2.0
title: "MasterFormat Classifier (mf-0.2)"
message: "If you use this model, please cite it as below."
type: software
authors:
  - name: "Constructelligence"
    website: "https://constructelligence.co"
license: MIT
url: "https://huggingface.co/constructelligence/masterformat-classifier"
repository-code: "https://huggingface.co/constructelligence/masterformat-classifier"
abstract: >-
  A BERT-based text classifier that maps construction line items, specification
  paragraphs and section titles to one of 171 MasterFormat level-2 groups across
  32 divisions. Fine-tuned from BAAI/bge-small-en-v1.5 on public-domain UFGS
  specification text. mf-0.2 is the completed 12-epoch GPU fine-tune.
keywords:
  - MasterFormat
  - construction
  - text-classification
  - specifications
  - estimating
  - takeoff
  - UFGS
  - BERT