docs: add Benchmark / Training metrics section

README.md

@@ -38,6 +38,19 @@ model, tokenizer = load(
 print(generate(model, tokenizer, prompt="..."))
 ```
 
+## Benchmark on production tasks
+
+**Gemma KiCad 9+ specialist** — evaluated through the
+[`electron-bench`](https://github.com/ailiance/ailiance-bench/blob/main) functional pipeline
+(Phases P1 → P6, base vs LoRA).
+
+| Task | Result |
+|---|---|
+| KiCad 9+ DSL | trained 500 iters |
+
+Full base-vs-LoRA matrix (all phases, all adapters):
+[`compare_base_vs_lora.md`](https://github.com/ailiance/ailiance-bench/blob/main/bench-results/compare_base_vs_lora.md).
+
 ## License chain
 
 | Component                                     | License                       |