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README.md

@@ -24,11 +24,22 @@ Fine-tuned [Qwen/Qwen3.5-27B](https://huggingface.co/Qwen/Qwen3.5-27B) for **Tex
 
 | Metric | Base Model | This Model | Improvement |
 |---|---|---|---|
-| **SQL Execution Accuracy** | 19.5% | **61.0%** | **+41.5%** |
-| **Valid SQL Output** | 41.5% | **90.2%** | +48.7% |
+| **Gretel Execution Accuracy (3,492 samples)** | 26.5% | **66.7%** | **+40.2%** |
+| **Gretel Valid SQL** | 37.8% | **89.4%** | +51.6% |
+| **Spider Execution Accuracy (1,032, gold std)** | 46.6% | **55.1%** | +8.5% |
 | **Spider Exact Match** | 0.0% | **22.2%** | +22.2% |
 | **Spider Keyword Score** | 45.5% | **85.4%** | +39.9% |
 
+### Regression (standard benchmarks via lm-eval-harness)
+
+| Benchmark | Base | This Model | Delta |
+|---|---|---|---|
+| **MMLU (humanities)** | 81.9% | 83.5% | +1.6% (no regression) |
+| **MMLU (STEM)** | 87.2% | 86.7% | -0.5% (no regression) |
+| **MMLU (social sciences)** | 92.0% | 92.0% | 0% (no regression) |
+| **MMLU (other)** | 87.5% | 87.5% | 0% (no regression) |
+| **GSM8K (math, strict)** | 60.4% | 35.4% | **-25.0% (regression)** |
+
 ## Usage
 
 ```python