Sigmo-backend is an open-weight model from Biniyam Kebede Amede. Its published files total 48.6 MB.
Production FastAPI service for the Sigmo V2 motor-condition-monitoring system (MCSA — Motor Current Signature Analysis), carrying the ACTIVE classifier bundle v6.20260925.045900 (13-class fault taxonomy, accuracy 0.8995 / macro-F1 0.8475 held-out).
Model Card
Production FastAPI service for the Sigmo V2 motor-condition-monitoring system (MCSA — Motor Current Signature Analysis), carrying the ACTIVE classifier bundle v6.20260925.045900 (13-class fault taxonomy, accuracy 0.8995 / macro-F1 0.8475 held-out). - Docker (any builder): docker build. — the Dockerfile installs runtime dependencies, copies the code, and fetches the two large model artifacts (UBJSON booster + ISO gate) from this repository's pinned revision. current policy; appport: 7860). CORS is open () by default so external frontends (e.g. Replit) can fetch immediately; lock it down by setting CORSALLOWORIGINS. - DATABASEURL — Supabase PostgreSQL connection string. Without it the service…
Excerpt from the card by Biniyam Kebede Amede.
Identity and Version
- Repository
- Bini-K/Sigmo-backend
- Publisher
- Biniyam Kebede Amede
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 0b2a9e6d6f616f21215d45d01e7f7760fd653ff2
- First published
- 2026-09-26
- Last updated
- 2026-09-26
Files and Weights
36 files, 48.6 MB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| app.py | Configuration | 459 B | — |
| backend/__init__.py | Configuration | — | |
| backend/analysis/__init__.py | Configuration | — | |
| backend/analysis/gating.py | Configuration | 4.5 KB | — |
| backend/analysis/repair_protocols_am.py | Configuration | 29.9 KB | — |
| backend/analysis/rul.py | Configuration | 12.7 KB | — |
| backend/analysis/staging.py | Configuration | 10.6 KB | — |
| backend/api/__init__.py | Configuration | — | |
| backend/api/ingestion.py | Configuration | 43.8 KB | — |
| backend/api/schemas.py | Configuration | 15.7 KB | — |
| backend/config.py | Configuration | 6.3 KB | — |
| backend/db/__init__.py | Configuration | — | |
| backend/db/repository.py | Configuration | 21.0 KB | — |
| backend/dsp/__init__.py | Configuration | — | |
| backend/dsp/pipeline.py | Configuration | 14.5 KB | — |
| backend/main.py | Configuration | 11.9 KB | — |
| backend/ml/__init__.py | Configuration | 230 B | — |
| backend/ml/build_features.py | Configuration | 15.6 KB | — |
| backend/ml/features.py | Configuration | 36.0 KB | — |
| backend/ml/inference.py | Configuration | 16.3 KB | — |
| backend/ml/train.py | Configuration | 28.2 KB | — |
| models/registry.json | Configuration | 433 B | — |
| models/v6.20260925.045900/features.json | Configuration | 3.3 KB | — |
| models/v6.20260925.045900/metrics.json | Configuration | 10.6 KB | — |
| models/v6.20260925.045900/model.json | Configuration | 24.7 MB | fc1369eeda60 |
| models/v6.20260925.045900/model_bearing.json | Configuration | 2.4 MB | — |
| models/v6.20260925.045900/population_baseline.json | Configuration | 86.3 KB | — |
| models/v6.20260925.045900/train_config.json | Configuration | 110 B | — |
| README.md | Documentation | 2.4 KB | — |
| SIGMO_RULES.md | Documentation | 18.9 KB | — |
| Dockerfile | Other | 932 B | — |
| backend/db/schema.sql | Other | 8.3 KB | — |
| models/v6.20260925.045900/gate.joblib | Other | 3.2 MB | 2f3896268bbe |
| models/v6.20260925.045900/model.ubj | Other | 17.9 MB | 45540994dbb3 |
| requirements.txt | Other | 364 B | — |
| .gitattributes | Repository | 190 B | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
Released by Biniyam Kebede Amede through its official repository on Hugging Face.