Update README with validation instructions and performance data

README.md

@@ -55,6 +55,34 @@ See [[docs/README.md]] for the project knowledge base index.
 - `--max-num-batched-tokens 1536`
 - Thread binding: `OMP_NUM_THREADS=8`, `VLLM_CPU_OMP_THREADS_BIND=8`
 
+**Performance observations (no speculative decoding):**
+| Streams | Prompt Speed | Completion Speed | Total Time |
+|---------|-------------|-----------------|------------|
+| 1 | 4.27 tok/s | 21.42 tok/s | 11,951ms |
+| 2 | 2.44 tok/s | 12.25 tok/s | 20,891ms |
+| 3 | 1.35 tok/s | 6.76 tok/s | 37,849ms |
+| 4 | 1.43 tok/s | 7.19 tok/s | 35,606ms |
+
+Note: Speeds decrease with more streams due to KV cache contention.
+
 **Still needs work:**
 - DFlash speculative decoding integration (KV cache assertion bug in nightly)
 - Full context length support (32k is temporary workaround for OOM)
+
+## Validation
+
+Use `scripts/validate-vllm.sh` to test inference servers:
+
+```bash
+# Test dankserver (default)
+bash scripts/validate-vllm.sh -t dankserver
+
+# Test dankclaw
+bash scripts/validate-vllm.sh -t dankclaw
+
+# Custom host/port
+bash scripts/validate-vllm.sh -H 192.168.1.100 -P 8001 -M my-model
+
+# Run tests
+bash tests/test_validator.sh dankserver
+```