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
Instructions to use constructelligence/masterformat-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use constructelligence/masterformat-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="constructelligence/masterformat-classifier")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("constructelligence/masterformat-classifier") model = AutoModelForSequenceClassification.from_pretrained("constructelligence/masterformat-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upgrade ensemble to word+char TF-IDF: line-item 0.686->0.702, section 0.613->0.620 (weights chosen on val)
ad1145a verified Download ensemble/tfidf.joblib from constructelligence/masterformat-classifier: direct link, hf CLI and curl.
- Browser
- Download file 112 MB
-
https://huggingface.co/constructelligence/masterformat-classifier/resolve/main/ensemble/tfidf.joblib
- Command line
-
hf download hf://constructelligence/masterformat-classifier/ensemble/tfidf.joblib
-
curl -L -o tfidf.joblib https://huggingface.co/constructelligence/masterformat-classifier/resolve/main/ensemble/tfidf.joblib
112 MB
- Xet hash:
- fd6fe36a05ccd878d8bd110a39b41fef383e50b5ef40666c1011ea5afd3c5a95
- Size of remote file:
- 112 MB
- SHA256:
- ea810e3d763fbc5b26d7faf48f9e3af798aa5c7d94203e72f8979b21b69e6eca
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