| base_model: CohereLabs/tiny-aya-global | |
| library_name: peft | |
| license: cc-by-nc-4.0 | |
| datasets: | |
| - HideIron/selfheal-sql-spider | |
| tags: | |
| - text-to-sql | |
| - lora | |
| - self-healing | |
| - agenttune | |
| # tiny-aya-global-sql-selfheal-bco (BCO, pairs only) | |
| LoRA adapter for CohereLabs/tiny-aya-global (3.35B) from a fully automated | |
| self-healing text-to-SQL loop (Lexsi Labs Hackathon, Track 3, PS #8). Failures are | |
| detected by executing the SQL on real Spider databases, classified, corrected by | |
| Aya Expanse 32B (every fix verified by execution; the healer never sees the gold | |
| query), and retrained through AgentTune. Deployment is decided by AgentTune's | |
| DeploymentGate on held-out data. | |
| Recipe: BCO (AgentTune RetrainConfig, TRL), same LoRA config, 153 verified fixes (label True) + 153 original wrong queries (label False). | |
| Result: Regressed on the gate split and was BLOCKED; superseded by the +replay variant. | |
| - Project page + code: https://huggingface.co/spaces/HideIron/selfheal-sql | |
| - All run logs and gate decisions: https://huggingface.co/datasets/HideIron/selfheal-sql-runs | |
| - Training data: 158 execution-verified fix pairs (heal/baseline-pool600 in the runs repo) | |