| language: en | |
| tags: | |
| - text-to-sql | |
| - tpc-ds | |
| - lora | |
| - phi-2 | |
| # Phi-2 TPC-DS SQL LoRA — v4 | |
| ## Training Details | |
| - Base model: microsoft/phi-2 | |
| - Method: LoRA (r=16, alpha=32) | |
| - New samples this run: 100 | |
| - Cumulative training samples: 250 | |
| - Difficulty covered: Medium | |
| - Epochs: 5 | |
| - Strategy: Curriculum Learning (Easy → Medium → Hard) | |
| ## Incremental Training Chain | |
| v1 → v2 (70 Easy) → v3 (+80 Easy/Medium) → v4 (+100 Medium) → v5 (+150 Medium/Hard) → v6 (+150 Hard) | |