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
Publish mf-0.2: completed GPU fine-tune (val 46.6%, 2.3x mf-0.1) + new model card with metrics/ONNX
b774c08 verified | { | |
| "val": { | |
| "n": 11598, | |
| "top1": 0.4661148473874806, | |
| "top3": 0.6408001379548198, | |
| "division": 0.5929470598379031 | |
| }, | |
| "line_items": { | |
| "n": 194, | |
| "top1": 0.5968586387434555, | |
| "top3": 0.7591623036649214, | |
| "division": 0.7371134020618557 | |
| }, | |
| "manuals": { | |
| "n": 6890, | |
| "top1": 0.2797942689199118, | |
| "top3": 0.44584864070536373, | |
| "division": 0.46357039187227866 | |
| }, | |
| "manual_sections": { | |
| "sections": 153, | |
| "top1": 0.6066666666666667, | |
| "division": 0.8104575163398693 | |
| } | |
| } |