| # Resultados y comparativa | |
| **Catálogo demo:** [`configs/model_catalog.yaml`](../configs/model_catalog.yaml) · Baselines: [`models/baseline/manifest.json`](../models/baseline/manifest.json) | |
| | Modelo | F1 (test, ponderado) | Brecha train–test | Por defecto | | |
| |--------|----------------------|-------------------|-------------| | |
| | LR + TF-IDF (Baseline) | 0,758 | 4,76 pp | No | | |
| | Frozen Toxic-BERT (Baseline) | 0,790 | 0,16 pp | No | | |
| | **Meta-Feature Stacking (Production)** | **0,805** | **2,54 pp** | **Sí** | | |
| **Guion:** [`reports/HANDOVER_REPORT.md`](../reports/HANDOVER_REPORT.md) | |
| ## Baselines | |
| - **LR + TF-IDF:** `models/baseline/lr_tfidf.joblib` | |
| - **Frozen Toxic-BERT:** Hub `unitary/toxic-bert`, informes en `reports/golden_baseline/` | |
| ## Producción | |
| ```bash | |
| uv run python -m src.experiments.notebook_14_final_stack | |
| ``` | |
| Requiere `uv sync --extra hf`. | |