Comment by petu

There's basic reference inference code released with the weights, yes.

https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017/...

> providers have to implement which could be different than what the labs themselves use.

I'd imagine (most) providers just take implementation by vLLM/SGLang.