RuntimeError: query and key must have the same dtype

root@56f67d238243:/workspace/sglang# python3 -m sglang.launch_server \
    --model-path nvidia/Llama-3.1-8B-Instruct-FP8 \
    --quantization modelopt_fp8 \
    --port 30000

Python: 3.12.3 (main, Aug 14 2025, 17:47:21) [GCC 13.3.0]
CUDA available: True
GPU 0: NVIDIA H100 80GB HBM3
GPU 0 Compute Capability: 9.0
CUDA_HOME: /usr/local/cuda
NVCC: Cuda compilation tools, release 12.8, V12.8.93
CUDA Driver Version: 580.126.09
PyTorch: 2.9.1+cu128
sglang: 0.5.8
sgl_kernel: 0.3.21
flashinfer_python: 0.6.2
flashinfer_cubin: 0.6.2
flashinfer_jit_cache: Module Not Found
triton: 3.5.1
transformers: 4.57.1
torchao: 0.9.0
numpy: 2.1.2
aiohttp: 3.13.3
fastapi: 0.128.1
hf_transfer: 0.1.9
huggingface_hub: 0.36.1
interegular: 0.3.3
modelscope: 1.34.0
orjson: 3.11.7
outlines: 0.1.11
packaging: 25.0
psutil: 7.1.0
pydantic: 2.12.5
python-multipart: 0.0.22
pyzmq: 27.1.0
uvicorn: 0.40.0
uvloop: 0.22.1
vllm: Module Not Found
xgrammar: 0.1.27
openai: 2.6.1
tiktoken: 0.12.0
anthropic: 0.77.1
litellm: Module Not Found
decord2: 3.0.0
NVIDIA Topology: 
        GPU0    NIC0    NIC1    NIC2    NIC3    NIC4    NIC5    NIC6    NIC7    NIC8    CPU Affinity    NUMA Affinity   GPU NUMA ID
GPU0     X      PXB     PIX     NODE    NODE    SYS     SYS     SYS     SYS     SYS     0-15    0               N/A
NIC0    PXB      X      PXB     NODE    NODE    SYS     SYS     SYS     SYS     SYS
NIC1    PIX     PXB      X      NODE    NODE    SYS     SYS     SYS     SYS     SYS
NIC2    NODE    NODE    NODE     X      PXB     SYS     SYS     SYS     SYS     SYS
NIC3    NODE    NODE    NODE    PXB      X      SYS     SYS     SYS     SYS     SYS
NIC4    SYS     SYS     SYS     SYS     SYS      X      PXB     NODE    NODE    NODE
NIC5    SYS     SYS     SYS     SYS     SYS     PXB      X      NODE    NODE    NODE
NIC6    SYS     SYS     SYS     SYS     SYS     NODE    NODE     X      PXB     NODE
NIC7    SYS     SYS     SYS     SYS     SYS     NODE    NODE    PXB      X      NODE
NIC8    SYS     SYS     SYS     SYS     SYS     NODE    NODE    NODE    NODE     X 

Legend:

  X    = Self
  SYS  = Connection traversing PCIe as well as the SMP interconnect between NUMA nodes (e.g., QPI/UPI)
  NODE = Connection traversing PCIe as well as the interconnect between PCIe Host Bridges within a NUMA node
  PHB  = Connection traversing PCIe as well as a PCIe Host Bridge (typically the CPU)
  PXB  = Connection traversing multiple PCIe bridges (without traversing the PCIe Host Bridge)
  PIX  = Connection traversing at most a single PCIe bridge
  NV#  = Connection traversing a bonded set of # NVLinks

NIC Legend:

  NIC0: mlx5_0
  NIC1: mlx5_1
  NIC2: mlx5_2
  NIC3: mlx5_3
  NIC4: mlx5_4
  NIC5: mlx5_5
  NIC6: mlx5_6
  NIC7: mlx5_7
  NIC8: mlx5_8


ulimit soft: 4096