project_6/upstream_ref/xllm/docs/zh/supported_models.md

# 模型支持列表

## LLM
|                          |  NPU  |  MLU  |  ILU  |
| ------------------------ | :---: | :---: | :---: |
| DeepSeek-V3/R1/V3.1      |   ✅   |   ✅   |   ❌   |
| DeepSeek-V3.2            |   ✅   |   ✅   |   ❌   |
| DeepSeek-R1-Distill-Qwen |   ✅   |   ❌   |   ❌   |
| Qwen2/2.5/QwQ            |   ✅   |   ✅   |   ✅   |
| Qwen3                    |   ✅   |   ✅   |   ✅   |
| Qwen3 Moe                |   ✅   |   ✅   |   ✅   |
| Kimi-k2                  |   ✅   |   ❌   |   ❌   |
| Llama2/3                 |   ✅   |   ❌   |   ✅   |
| GLM4.5                   |   ✅   |   ❌   |   ❌   |
| GLM4.6                   |   ✅   |   ❌   |   ❌   |
| GLM-4.7                  |   ✅   |   ❌   |   ❌   |
| GLM-5                    |   ✅   |   ❌   |   ❌   |

## VLM
|              |  NPU  |  MLU  |  ILU  |
| ------------ | :---: | :---: | :---: |
| MiniCPM-V    |   ✅   |   ❌   |   ❌   |
| MiMo-VL      |   ✅   |   ❌   |   ❌   |
| Qwen2.5-VL   |   ✅   |   ✅   |   ❌   |
| Qwen3-VL     |   ✅   |   ✅   |   ❌   |
| Qwen3-VL-MoE |   ✅   |   ✅   |   ❌   |
| GLM-4.6V     |   ✅   |   ❌   |   ❌   |
| VLM-R1       |   ✅   |   ❌   |   ❌   |

## Rerank
|                |  NPU  |  MLU  |  ILU  |
| -------------- | :---: | :---: | :---: |
| Qwen3-Reranker |   ✅   |   ❌   |   ❌   |


## DiT
|      |  NPU  |  MLU  |  ILU  |
| ---- | :---: | :---: | :---: |
| Flux |   ✅   |   ❌   |   ❌   |


## Rec
|     |  NPU  |  MLU  |  ILU  |
| --- | :---: | :---: | :---: |
| OneRec  |   ✅   |   ❌   |   ❌   |
| Qwen2   |   ✅   |   ❌   |   ❌   |
| Qwen2.5 |   ✅   |   ❌   |   ❌   |
| Qwen3   |   ✅   |   ❌   |   ❌   |
ref(upstream): FULL TREE — Deep-Spark xllm (1470) + ds_vllm csrc/models (703) Replaces cherry-picked upstream_ref with complete source trees. xllm/ — Iluvatar official C++ inference engine (15MB, 1470 files) Complete: kernels → layers → models → runtime → scheduler → api Excluded: .git, binary images, third_party submodule checkouts ds_vllm/ — Iluvatar official vllm fork (8MB, 703 files) Included: csrc/ (ALL CUDA kernels), fused_moe/, qwen3_5 model, _custom_ops Excluded: tests, benchmarks, docs, examples (not needed for reference) Critical call chains now fully traceable: MoE: moe_topk_softmax_kernels.cuh → ixformer.h → fused_moe.cpp → layer GDN: qwen3_gated_delta_net_base.cpp → qwen3_5_gated_delta_net.cpp Attention: ixformer.h → xllm_paged_attention → attention.cpp 2026-08-10 02:53:54 +00:00			`# 模型支持列表`

			`## LLM`
			`\| \| NPU \| MLU \| ILU \|`
			`\| ------------------------ \| :---: \| :---: \| :---: \|`
			`\| DeepSeek-V3/R1/V3.1 \| ✅ \| ✅ \| ❌ \|`
			`\| DeepSeek-V3.2 \| ✅ \| ✅ \| ❌ \|`
			`\| DeepSeek-R1-Distill-Qwen \| ✅ \| ❌ \| ❌ \|`
			`\| Qwen2/2.5/QwQ \| ✅ \| ✅ \| ✅ \|`
			`\| Qwen3 \| ✅ \| ✅ \| ✅ \|`
			`\| Qwen3 Moe \| ✅ \| ✅ \| ✅ \|`
			`\| Kimi-k2 \| ✅ \| ❌ \| ❌ \|`
			`\| Llama2/3 \| ✅ \| ❌ \| ✅ \|`
			`\| GLM4.5 \| ✅ \| ❌ \| ❌ \|`
			`\| GLM4.6 \| ✅ \| ❌ \| ❌ \|`
			`\| GLM-4.7 \| ✅ \| ❌ \| ❌ \|`
			`\| GLM-5 \| ✅ \| ❌ \| ❌ \|`

			`## VLM`
			`\| \| NPU \| MLU \| ILU \|`
			`\| ------------ \| :---: \| :---: \| :---: \|`
			`\| MiniCPM-V \| ✅ \| ❌ \| ❌ \|`
			`\| MiMo-VL \| ✅ \| ❌ \| ❌ \|`
			`\| Qwen2.5-VL \| ✅ \| ✅ \| ❌ \|`
			`\| Qwen3-VL \| ✅ \| ✅ \| ❌ \|`
			`\| Qwen3-VL-MoE \| ✅ \| ✅ \| ❌ \|`
			`\| GLM-4.6V \| ✅ \| ❌ \| ❌ \|`
			`\| VLM-R1 \| ✅ \| ❌ \| ❌ \|`

			`## Rerank`
			`\| \| NPU \| MLU \| ILU \|`
			`\| -------------- \| :---: \| :---: \| :---: \|`
			`\| Qwen3-Reranker \| ✅ \| ❌ \| ❌ \|`


			`## DiT`
			`\| \| NPU \| MLU \| ILU \|`
			`\| ---- \| :---: \| :---: \| :---: \|`
			`\| Flux \| ✅ \| ❌ \| ❌ \|`



			`## Rec`
			`\| \| NPU \| MLU \| ILU \|`
			`\| --- \| :---: \| :---: \| :---: \|`
			`\| OneRec \| ✅ \| ❌ \| ❌ \|`
			`\| Qwen2 \| ✅ \| ❌ \| ❌ \|`
			`\| Qwen2.5 \| ✅ \| ❌ \| ❌ \|`
			`\| Qwen3 \| ✅ \| ❌ \| ❌ \|`