Update README.md

README.md

@@ -96,37 +96,6 @@ humming-kernels`). See **Serving with vLLM** below.
 
 ## Serving with vLLM
 
-> **Temporary vLLM compatibility note:** the upstream vLLM Humming MoE
-> implementation currently has a bug that prevents this checkpoint from being
-> served correctly. Until the fix is available upstream, use one of the
-> following workarounds:
->
-> 1. Build vLLM from our fork:
->
->    ```bash
->    git clone https://github.com/adotdad/vllm.git
->    cd vllm
->    pip install -e .
->    ```
->
-> 2. Or patch your existing vLLM installation by replacing:
->
->    ```text
->    vllm/model_executor/layers/quantization/humming.py
->    ```
->
->    with the version from our fork:
->
->    ```text
->    https://github.com/adotdad/vllm
->    ```
-
-Install the Humming kernels (required for vLLM to load this checkpoint):
-
-```bash
-pip install humming-kernels
-```
-
 Hopper (sm_90) or Ampere (sm ≥ 80) GPUs required for serving. On 8× H100/H200,
 valid TP sizes are `1, 2, 4, 8` (Marlin MoE constraint with group size 128).