Update README.md

README.md

@@ -18,7 +18,7 @@ pip install git+https://github.com/huggingface/transformers.git
 
 
 ~~~bash
-vllm serve Intel/Qwen3.5-35B-A3B-int4-AutoRound  --port 8000   --tensor-parallel-size 1  --max-model-len 2048 --reasoning-parser qwen3 --served-model-name qwen
+vllm serve Intel/Qwen3.5-35B-A3B-int4-AutoRound  --port 8000   --tensor-parallel-size 1  --max-model-len 2048 --reasoning-parser qwen3 --served-model-name qwen --speculative-config '{"method":"qwen3_next_mtp","num_speculative_tokens":2}'
 ~~~
 
 ~~~bash
@@ -96,7 +96,7 @@ The user wants a short description of the image.
 This pr is required https://github.com/intel/auto-round/pull/1476
 
 ~~~bash
-auto-round  "Qwen/Qwen3.5-35B-A3B"  --output_dir "./Qwen35-int4" --ignore_layers shared_expert
+auto-round  "Qwen/Qwen3.5-35B-A3B"  --output_dir "./Qwen35-int4" --ignore_layers shared_expert,mtp.fc
 ~~~