diff --git a/README.md b/README.md
index b78cd8e..32b8ebd 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@ Scripts for running LLM inference on two local machines.
 | Service | Host | Runtime | Model | Port |
 |---------|------|---------|-------|------|
 | frank-default-large | dankclaw | vLLM-ROCm (CIRU) | Ling-3.0-flash CIRU INT4 MTP | 7770 |
-| frank-default-small | dankserver | llama.cpp (DFlash) | Qwen3.6-35B-A3B uncensored Q6_K_P | 7770 |
+| frank-default-small | dankserver | llama.cpp (ngram-mod) | Qwen3.6-35B-A3B uncensored Q6_K_P | 7770 |
 
 > The retired ROCmFPX llama.cpp service on Dankclaw was replaced by the vLLM service above. The retired `vllm-awq-qwen36` (AWQ 4-bit) service on Dankserver was replaced by the llama.cpp service above. Legacy unit files remain in `scripts/` for reference.
 
@@ -23,7 +23,7 @@ Scripts for running LLM inference on two local machines.
 | Model | Target | Format |
 |-------|--------|--------|
 | Ling-3.0-flash CIRU INT4 (MTP) | dankclaw | INT4 W4A16 (Quark/vLLM) |
-| Qwen3.6 35B A3B uncensored Q6_K_P (DFlash draft) | dankserver | GGUF Q6_K_P (llama.cpp, MoE offload) |
+| Qwen3.6 35B A3B uncensored Q6_K_P (ngram-mod speculative decoding) | dankserver | GGUF Q6_K_P (llama.cpp, MoE offload) |
 | Qwen3.6 35B A3B AWQ 4bit | dankserver | AWQ (retired) |
 | Qwen3.6 35B A3B FP8 | dankserver | FP8 (documented, not active) |
 | Qwen3.6 27B FP8 | dankclaw | FP8 (documented, not active) |