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| Property | Value |
|---|---|
| Base model | Qwen/Qwen2.5-Coder-3B-Instruct |
| Fine-tune method | QLoRA (4-bit, rank 8) |
| Training corpus | v6 (5,907 examples, Alpaca format) |
| Semantic examples | 870 validated |
| Synoema version | 0.1.0-alpha.3 |
| Epochs | 3 |
| Hardware | AMD RX 7900 GRE 16GB (ROCm) |
| Metric | Baseline | This model |
|---|---|---|
| syntax_pass | 100% | 100% |
| run_pass | 0% | 97.5% |
| constructs_pass | 0% | 90% |