[Doc] Default lora backend: csgmv (#16444)

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Huapeng Zhou
2026-01-05 12:45:49 +08:00
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@@ -231,7 +231,7 @@ Please consult the documentation below and [server_args.py](https://github.com/s
| `--max-loras-per-batch` | Maximum number of adapters for a running batch, including base-only requests. | `8` | Type: int |
| `--max-loaded-loras` | If specified, limits the maximum number of LoRA adapters loaded in CPU memory at a time. Must be ≥ `--max-loras-per-batch`. | `None` | Type: int |
| `--lora-eviction-policy` | LoRA adapter eviction policy when the GPU memory pool is full. | `lru` | `lru`, `fifo` |
| `--lora-backend` | Choose the kernel backend for multi-LoRA serving. | `triton` | `triton`, `csgmv` |
| `--lora-backend` | Choose the kernel backend for multi-LoRA serving. | `csgmv` | `triton`, `csgmv` |
| `--max-lora-chunk-size` | Maximum chunk size for the ChunkedSGMV LoRA backend. Only used when `--lora-backend` is `csgmv`. Larger values may improve performance. | `16` | `16`, `32`, `64`, `128` |
## Kernel Backends (Attention, Sampling, Grammar, GEMM)