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README.md

@@ -13,9 +13,22 @@ The flagship local brain of **Daimon** — reasoning + coding, runs on a GPU via
 
 Part of **Daimon**, a local-first personal AI assistant. Daimon-R = `Qwen/Qwen3-4B-Instruct-2507` (quantized GGUF) + a Daimon LoRA, served locally with llama.cpp.
 
+## Benchmarks
+Measured locally (llama.cpp, greedy decoding) — HumanEval, full 164 problems, pass@1:
+
+| Model | HumanEval pass@1 |
+|---|---|
+| **Daimon-R** | **72.0%** (118/164) |
+| Qwen3-4B base | 72.6% (119/164) |
+
+![HumanEval](bench-daimon-r.png)
+
+The Daimon identity/behavior LoRA **preserves the base's coding ability** (parity, within
+noise) — the finetune targets persona/behavior, not raw coding. Re-measured each finetune.
+
 ## Files
-- `Qwen3-4B-Instruct-2507-Q4_K_M.gguf`
-- `daimon-r-lora-f16.gguf`
+- `Qwen3-4B-Instruct-2507-Q4_K_M.gguf` (base)
+- `daimon-r-lora-f16.gguf` (Daimon LoRA)
 
 ## Use with Daimon
 Daimon downloads these automatically (onboarding -> model setup). Manual: