@@ -4,37 +4,37 @@ The feature support principle of vLLM Ascend is: **aligned with the vLLM**. We a
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You can check the [ support status of vLLM V1 Engine] [ v1_user_guide ] . Below is the feature support status of vLLM Ascend:
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- | Feature | vLLM V0 Engine | vLLM V1 Engine | Next Step |
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- | -------------------------------| ----------------| ----------------| ---------------- --------------------------------------------------------|
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- | Chunked Prefill | 🟢 Functional | 🟢 Functional | Functional, see detail note: [ Chunked Prefill] [ cp ] |
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- | Automatic Prefix Caching | 🟢 Functional | 🟢 Functional | Functional, see detail note: [ vllm-ascend #732 ] [ apc ] |
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- | LoRA | 🟢 Functional | 🟢 Functional | [ vllm-ascend #396 ] [ multilora ] , [ vllm-ascend #893 ] [ v1 multilora ] |
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- | Prompt adapter | 🔴 No plan | 🔴 No plan | This feature has been deprecated by vllm . |
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- | Speculative decoding | 🟢 Functional | 🟢 Functional | Basic support |
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- | Pooling | 🟢 Functional | 🟡 Planned | CI needed and adapting more models; V1 support rely on vLLM support. |
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- | Enc-dec | 🔴 NO plan | 🟡 Planned | Plan in 2025.06.30 |
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- | Multi Modality | 🟢 Functional | 🟢 Functional | [ Tutorial] [ multimodal ] , optimizing and adapting more models |
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- | LogProbs | 🟢 Functional | 🟢 Functional | CI needed |
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- | Prompt logProbs | 🟢 Functional | 🟢 Functional | CI needed |
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- | Async output | 🟢 Functional | 🟢 Functional | CI needed |
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- | Multi step scheduler | 🟢 Functional | 🔴 Deprecated | [ vllm #8779 ] [ v1_rfc ] , replaced by [ vLLM V1 Scheduler] [ v1_scheduler ] |
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- | Best of | 🟢 Functional | 🔴 Deprecated | [ vllm #13361 ] [ best_of ] , CI needed |
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- | Beam search | 🟢 Functional | 🟢 Functional | CI needed |
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- | Guided Decoding | 🟢 Functional | 🟢 Functional | [ vllm-ascend #177 ] [ guided_decoding ] |
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- | Tensor Parallel | 🟢 Functional | 🟢 Functional | CI needed |
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- | Pipeline Parallel | 🟢 Functional | 🟢 Functional | CI needed |
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- | Expert Parallel | 🔴 NO plan | 🟢 Functional | CI needed; No plan on V0 support |
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- | Data Parallel | 🔴 NO plan | 🟢 Functional | CI needed; No plan on V0 support |
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- | Prefill Decode Disaggregation | 🟢 Functional | 🟢 Functional | 1P1D available, working on xPyD and V1 support. |
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- | Quantization | 🟢 Functional | 🟢 Functional | W8A8 available, CI needed ; working on more quantization method support |
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- | Graph Mode | 🔴 NO plan | 🔵 Experimental| Experimental, see detail note: [ vllm-ascend #767 ] [ graph_mode ] |
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- | Sleep Mode | 🟢 Functional | 🟢 Functional | level=1 available, CI needed, working on V1 support |
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+ | Feature | Status | Next Step |
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+ | -------------------------------| ----------------| ------------------------------------------------------------------------|
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+ | Chunked Prefill | 🟢 Functional | Functional, see detail note: [ Chunked Prefill] [ cp ] |
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+ | Automatic Prefix Caching | 🟢 Functional | Functional, see detail note: [ vllm-ascend #732 ] [ apc ] |
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+ | LoRA | 🟢 Functional | [ vllm-ascend #396 ] [ multilora ] , [ vllm-ascend #893 ] [ v1 multilora ] |
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+ | Prompt adapter | 🔴 No plan | This feature has been deprecated by vLLM . |
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+ | Speculative decoding | 🟢 Functional | Basic support |
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+ | Pooling | 🟢 Functional | CI needed and adapting more models; V1 support rely on vLLM support. |
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+ | Enc-dec | 🟡 Planned | vLLM should support this feature first. |
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+ | Multi Modality | 🟢 Functional | [ Tutorial] [ multimodal ] , optimizing and adapting more models |
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+ | LogProbs | 🟢 Functional | CI needed |
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+ | Prompt logProbs | 🟢 Functional | CI needed |
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+ | Async output | 🟢 Functional | CI needed |
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+ | Multi step scheduler | 🔴 Deprecated | [ vllm #8779 ] [ v1_rfc ] , replaced by [ vLLM V1 Scheduler] [ v1_scheduler ] |
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+ | Best of | 🔴 Deprecated | [ vllm #13361 ] [ best_of ] , CI needed |
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+ | Beam search | 🟢 Functional | CI needed |
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+ | Guided Decoding | 🟢 Functional | [ vllm-ascend #177 ] [ guided_decoding ] |
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+ | Tensor Parallel | 🟢 Functional | Make TP >4 work with graph mode |
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+ | Pipeline Parallel | 🚧 WIP | There is some known issue with ray. Working in progress |
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+ | Expert Parallel | 🟢 Functional | Dynamic EPLB support. |
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+ | Data Parallel | 🟢 Functional | Data Parallel support for Qwen3 MoE. |
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+ | Prefill Decode Disaggregation | 🚧 WIP | working on 1P1D and xPyD. |
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+ | Quantization | 🟢 Functional | W8A8 available; working on more quantization method support(W4A8, etc) |
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+ | Graph Mode | 🔵 Experimental| Experimental, see detail note: [ vllm-ascend #767 ] [ graph_mode ] |
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+ | Sleep Mode | 🟢 Functional | |
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- 🟢 Functional: Fully operational, with ongoing optimizations.
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- 🔵 Experimental: Experimental support, interfaces and functions may change.
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- 🚧 WIP: Under active development, will be supported soon.
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- 🟡 Planned: Scheduled for future implementation (some may have open PRs/RFCs).
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- - 🔴 NO plan / Deprecated: No plan for V0 or deprecated by vLLM v1 .
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+ - 🔴 NO plan / Deprecated: No plan or deprecated by vLLM.
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[ v1_user_guide ] : https://docs.vllm.ai/en/latest/getting_started/v1_user_guide.html
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[ multimodal ] : https://vllm-ascend.readthedocs.io/en/latest/tutorials/single_npu_multimodal.html
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