keep attention backend document up to date (#12741)
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@@ -241,7 +241,7 @@ Please consult the documentation below and [server_args.py](https://github.com/s
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| `--decode-attention-backend` | Choose the kernels for decode attention layers (have priority over --attention-backend). | `None` | `triton`, `torch_native`, `flex_attention`, `nsa`, `cutlass_mla`, `fa3`, `fa4`, `flashinfer`, `flashmla`, `trtllm_mla`, `trtllm_mha`, `dual_chunk_flash_attn`, `aiter`, `wave`, `intel_amx`, `ascend` |
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| `--sampling-backend` | Choose the kernels for sampling layers. | `None` | `flashinfer`, `pytorch` |
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| `--grammar-backend` | Choose the backend for grammar-guided decoding. | `None` | `xgrammar`, `outlines`, `llguidance`, `none` |
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| `--mm-attention-backend` | Set multimodal attention backend. | `None` | `sdpa`, `fa3`, `triton_attn`, `ascend_attn` |
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| `--mm-attention-backend` | Set multimodal attention backend. | `None` | `sdpa`, `fa3`, `triton_attn`, `ascend_attn`, `aiter_attn` |
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| `--nsa-prefill` | Choose the NSA backend for the prefill stage (overrides `--attention-backend` when running DeepSeek NSA-style attention). | `flashmla_sparse` | `flashmla_sparse`, `flashmla_decode`, `fa3`, `tilelang`, `aiter` |
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| `--nsa-decode` | Choose the NSA backend for the decode stage when running DeepSeek NSA-style attention. Overrides `--attention-backend` for decoding. | `flashmla_kv` | `flashmla_prefill`, `flashmla_kv`, `fa3`, `tilelang`, `aiter` |
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