[Bugfix] Explicitly set LoRA triton kernel device

[jeejeelee]

FIX #12967 (link existing issues this PR will resolve)

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[tlrmchlsmth]

Seems that we will need to do this for all triton kernels. @fabianlim ran into this problem on Bamba as well (it uses triton kernels for the mamba mixer).

If we have to do this everywhere it will be easy to miss a spot. Is it possible to do this in the GPUModelRunner instead?

[jeejeelee]

Seems that we will need to do this for all triton kernels. @fabianlim ran into this problem on Bamba as well (it uses triton kernels for the mamba mixer).

If we have to do this everywhere it will be easy to miss a spot. Is it possible to do this in the GPUModelRunner instead?

Make sense, I will handling it ASAP

[jeejeelee]

#13027 can better solve this issue, so I close this one