From 0cb8f55def763494cb3e11f98913956cd01bcaa0 Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Tue, 14 Jul 2026 11:45:39 +0800 Subject: [PATCH 01/11] Add vLLM AFD Plugin blog post Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 144 ++++++++++++ .../text_matched_dp_afd_median_ttft.png | Bin 0 -> 89961 bytes .../vllm-afd-plugin-architecture.svg | 219 ++++++++++++++++++ 3 files changed, 363 insertions(+) create mode 100644 _posts/2026-07-14-vllm-afd-plugin.md create mode 100644 assets/figures/2026-07-14-vllm-afd-plugin/text_matched_dp_afd_median_ttft.png create mode 100644 assets/figures/2026-07-14-vllm-afd-plugin/vllm-afd-plugin-architecture.svg diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md new file mode 100644 index 00000000..594a3196 --- /dev/null +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -0,0 +1,144 @@ +--- +layout: post +title: "Announcing vLLM AFD Plugin: Disaggregating Attention and FFN for Flexible MoE Serving" +author: "AFD Plugin Contributors" +summary: "What vLLM AFD Plugin adds to the vLLM ecosystem: Attention–FFN disaggregation for MoE serving, GPU and Ascend NPU backends, connector-based execution, and graph and ubatching support." +image: /assets/figures/2026-07-14-vllm-afd-plugin/vllm-afd-plugin-architecture.svg +tags: + - inference + - moe + - ecosystem +--- + +We are excited to introduce [**vLLM AFD Plugin**](https://github.com/vllm-project/afd-plugin), an experimental external plugin that brings **Attention–FFN Disaggregation (AFD)** to vLLM. + +Mixture-of-Experts (MoE) inference combines two very different kinds of work inside every transformer layer. Attention is stateful and closely coupled to request scheduling and the KV cache, while the FFN or expert path is dominated by routed expert computation and all-to-all communication. Serving both paths in one worker topology forces them to share the same scaling, execution, and communication choices. + +vLLM AFD Plugin separates these paths into independently deployed Attention and FFN services while preserving vLLM's request lifecycle and OpenAI-compatible API on the Attention side. The project currently supports NVIDIA GPUs and Ascend NPUs, synchronous and asynchronous connectors, DeepSeek V2/V3-family model wrappers, and eager, graph, and dual-batch execution paths within clearly validated limits. + +> vLLM AFD Plugin is currently experimental. The initial implementation targets vLLM `0.19.1`, and more large-scale testing is still needed across models, topologies, and hardware. + +## Why Attention–FFN Disaggregation? + +MoE serving systems must balance several competing demands: + +1. **Different scaling dimensions.** Attention capacity follows request state, sequence length, and KV-cache pressure. Expert capacity follows token routing and expert load. AFD gives each path its own rank topology instead of requiring one shared layout. +2. **Different runtime responsibilities.** Attention needs scheduling, KV-cache coordination, and sampling. FFN execution only needs activations, routing metadata, and a way to return expert outputs. Splitting the services lets the FFN side run as a lightweight connector-driven daemon. +3. **Backend-specific communication.** CUDA and Ascend expose different collective libraries, graph runtimes, and optimized MoE operators. A common connector contract keeps the model-facing flow stable while allowing each backend to own its data path. +4. **Room for communication/computation overlap.** Asynchronous dispatch and MoE ubatching can overlap independent stages instead of serializing all expert work behind the Attention path. + +AFD does not yet imply role-pruned model loading: in the current implementation, both services load the full model weights and split the forward execution path. Role-specific weight loading is an important next step. + +## Inside the Architecture + +![vLLM AFD Plugin runtime architecture](/assets/figures/2026-07-14-vllm-afd-plugin/vllm-afd-plugin-architecture.svg) + +The plugin integrates through vLLM's `vllm.general_plugins` entry point, explicit `--worker-cls` paths, and the standard `--additional-config` channel. It does not require edits to the vLLM source tree. + +The runtime has three main parts: + +* **Request-driven Attention service.** The Attention worker retains vLLM's scheduler, KV cache, batching, model lifecycle, and sampling path. A plugin-owned model runner installs AFD metadata into the forward context and publishes data-parallel, ubatch, layer, and graph state to the FFN side. +* **Connector data and control plane.** At each split layer, the model wrapper sends Attention hidden states to the FFN service and receives the computed FFN output. A backend-neutral connector interface carries both tensors and the metadata required to interpret them. +* **Connector-driven FFN service.** The FFN worker has no request traffic, scheduler, or KV cache. A background loop receives metadata and activations, invokes `compute_ffn_output()` on the plugin-owned model wrapper, and sends the result back to Attention. Requests are always sent to the Attention API server. + +This boundary is deliberately narrow. vLLM continues to own the serving control plane where its existing abstractions fit, while the plugin owns the AFD workers, model runners, connectors, metadata, model split points, and a small set of version-scoped compatibility patches. + +### Connector and backend support + +| Connector | Backend | Execution | Supported stage | Graph support | +| --- | --- | --- | --- | --- | +| `P2pNcclAFDConnector` | CUDA | Synchronous P2P | Prefill and decode | `FULL_DECODE_ONLY` CUDA graph | +| `CAMP2pAFDConnector` | Ascend NPU | Synchronous CAMP2P/HCCL | Prefill and decode | `FULL_DECODE_ONLY` ACL graph | +| `CAMAsyncAFDConnector` | Ascend NPU | Asynchronous CAM | Prefill | Not currently supported | + +The same high-level exchange—Attention output to FFN, FFN output back to Attention—is shared across connectors. Backend packages remain separate so CUDA graph behavior, ACL graph behavior, NCCL communication, and Ascend custom operators do not leak into one another. + +### Key features + +* **Native vLLM serving surface.** Existing vLLM users still launch with `vllm serve`, send requests to an OpenAI-compatible endpoint, and configure the runtime through `--additional-config`. +* **GPU and Ascend implementations.** GPU workers extend vLLM v1 classes, while NPU workers extend vLLM-Ascend classes directly. Shared behavior lives in configuration, topology, metadata, and connector contracts rather than cross-device inheritance. +* **Synchronous AFD on Ascend NPU.** `CAMP2pAFDConnector` uses CAMP2P custom operators and HCCL communication to exchange Attention activations and FFN outputs synchronously. It supports both prefill and decode, including the current `FULL_DECODE_ONLY` ACL graph path for decode workloads. +* **Asynchronous prefill AFD on Ascend NPU.** `CAMAsyncAFDConnector` uses CAM asynchronous dispatch and combine operators to decouple prefill Attention ranks from expert workers. Together with AFD-managed MoE ubatching, it overlaps independent Attention and FFN stages to reduce pipeline stalls. This path currently targets the prefill stage in a prefill/decode-disaggregated deployment and does not yet support graph execution. +* **MoE model integration.** The plugin registers wrappers for DeepSeek V2/V3-family architectures, including DeepSeek V3.2, and GLM MoE DSA. The wrapper exposes separate Attention and FFN computations while reusing upstream layer implementations. +* **Graph and ubatching paths.** The synchronous GPU and NPU connectors support decode-only graph capture. Dual Batch Overlap is supported with exactly two ubatches, and CAM async provides AFD-managed MoE ubatching for its prefill path. + +## A Performance Snapshot + +### NPU Decode Performance with `CAMP2pAFDConnector` + + + +### Asynchronous AFD Prefill Performance on NPU with `CAMAsyncAFDConnector` + +The repository includes an early CAM async experiment on two Ascend 910C nodes using a DeepSeek V3.2 W8A8 model reduced to 10 layers. The comparison uses forced expert balancing and contrasts a `DP4PCP8 TP1` baseline with an AFD layout consisting of Attention `DP3PCP8 TP1` plus FFN `EP8`. + +![Median TTFT comparison for the CAM async experiment](/assets/figures/2026-07-14-vllm-afd-plugin/text_matched_dp_afd_median_ttft.png) + +Across the measured request rates, the AFD configuration lowers median/P50 time to first token. At 12 requests per second, median TTFT decreases from **15.1 seconds to 8.0 seconds**, a reduction of approximately **47%**. At both 10 and 12 requests per second, the measured gap is about 7.2 seconds. + +**Note**: These numbers are a focused validation of the CAM async execution path, not a general performance claim for full DeepSeek V3.2 or every AFD topology. + +## Getting Started + +The current implementation requires Python 3.10–3.13 and targets vLLM `0.19.1`. + +```bash +git clone https://github.com/vllm-project/afd-plugin.git +cd afd-plugin +uv sync --group dev --extra vllm +``` + +AFD is configured through `additional_config["afd"]`. The following minimal CUDA example uses one GPU for each role. Start the FFN service first: + +```bash +CUDA_VISIBLE_DEVICES=1 vllm serve /path/to/DeepSeek-V2-Lite \ + --worker-cls afd_plugin.v1.worker.AFDFFNWorker \ + --data-parallel-size 1 \ + --tensor-parallel-size 1 \ + --enable-expert-parallel \ + --enforce-eager \ + --host 127.0.0.1 \ + --port 18001 \ + --additional-config '{"afd":{"enabled":true,"role":"ffn","connector":"P2pNcclAFDConnector","host":"127.0.0.1","port":6239,"num_attention_ranks":1,"num_ffn_ranks":1}}' +``` + +Then start the Attention service: + +```bash +CUDA_VISIBLE_DEVICES=0 vllm serve /path/to/DeepSeek-V2-Lite \ + --worker-cls afd_plugin.v1.worker.AFDAttentionWorker \ + --data-parallel-size 1 \ + --tensor-parallel-size 1 \ + --enable-expert-parallel \ + --enforce-eager \ + --host 127.0.0.1 \ + --port 18000 \ + --additional-config '{"afd":{"enabled":true,"role":"attention","connector":"P2pNcclAFDConnector","host":"127.0.0.1","port":6239,"num_attention_ranks":1,"num_ffn_ranks":1}}' +``` + +Send client traffic only to port `18000`. The FFN process on port `18001` is a connector-driven service and should not receive inference requests. + +For Ascend NPU, use the `afd_plugin.v1.worker.ascend.AFDNPUAttentionWorker` and `AFDNPUFFNWorker` class paths together with `CAMP2pAFDConnector` or `CAMAsyncAFDConnector`. The repository provides complete [GPU DeepSeek V2 Lite recipes](https://github.com/vllm-project/afd-plugin/tree/main/recipe/gpu/p2p_nccl/deepseek_v2_lite) and an [Ascend DeepSeek V3.2 CAM async recipe](https://github.com/vllm-project/afd-plugin/blob/main/recipe/npu/cam_async/DeepSeek-V3.2.md). + +## Current Scope and Roadmap + +The project intentionally exposes its current boundaries: exact vLLM version pinning, model runner v1 only, full weights on both roles, decode-only graph modes, exactly two ubatches for DBO, and hardware-gated end-to-end testing. + +The next phase of development will focus on: + +* **Broader vLLM compatibility and upstream alignment:** track newer vLLM and vLLM-Ascend releases, evaluate model runner v2, keep compatibility patches minimal, and contribute generally useful abstractions upstream as they mature. +* **More flexible execution:** extend graph modes, ubatch counts, asynchronous stages, and validated rank topologies. +* **Production-scale validation:** publish repeatable accuracy, latency, throughput, stability, and multi-node results on full models and realistic workloads. +* **Expanded model and connector coverage:** add MoE architectures and backend transports through the existing model-wrapper and connector interfaces. +* **Multimodal and vLLM-Omni integration:** explore how AFD can integrate with [vLLM-Omni](https://github.com/vllm-project/vllm-omni) and heterogeneous multimodal pipelines, including its application within autoregressive (AR), Diffusion Transformer (DiT), and other stages that can benefit from independently scaled Attention and FFN execution. +* **Heterogeneous hardware and low-latency serving:** explore deploying Attention and FFN roles across different accelerator types and interconnects, together with connector, scheduling, placement, and computation-communication overlap optimizations that reduce time to first token and inter-token latency. + +## Join the Community + +vLLM AFD Plugin is at an early stage, and feedback from model, serving, and hardware communities will shape its direction. + +* **Code and documentation:** [github.com/vllm-project/afd-plugin](https://github.com/vllm-project/afd-plugin) +* **Runtime design docs:** [GPU Attention/FFN and Ascend Attention/FFN designs](https://github.com/vllm-project/afd-plugin/tree/main/docs) +* **Issues and feature requests:** [GitHub Issues](https://github.com/vllm-project/afd-plugin/issues) + +Let's build a more composable and hardware-aware future for MoE serving together. diff --git a/assets/figures/2026-07-14-vllm-afd-plugin/text_matched_dp_afd_median_ttft.png b/assets/figures/2026-07-14-vllm-afd-plugin/text_matched_dp_afd_median_ttft.png new file mode 100644 index 0000000000000000000000000000000000000000..7cfbaad51edc7d5c4864ac67be6bc55ece8d35bd GIT binary patch literal 89961 zcmd43byQVt_ccs|G@{ZidZbG!DJcb{q&v=`ySr1mL0Y7{LsF!X?w0QEd@t_jxqsvP z{{6o99pl|&I2~RqVc48rV7N+Q8sG>)KhFS=yNy>rpzuY;27!E!de@S(rE(D2?pwtZaFh 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00000000..495b0144 --- /dev/null +++ b/assets/figures/2026-07-14-vllm-afd-plugin/vllm-afd-plugin-architecture.svg @@ -0,0 +1,219 @@ + + + vLLM AFD Plugin runtime architecture + The diagram shows plugin bootstrap and configuration, a request-driven Attention service, a connector-driven FFN service, shared AFD connectors and metadata, and the GPU and Ascend NPU runtime backends. + + + + + + + + + + + + + + + + + + + + vLLM AFD Plugin — Runtime Architecture + Attention–FFN disaggregation on vLLM 0.19.1 · request-driven Attention · connector-driven FFN + + + + vLLM / vLLM-Ascend + + AFD plugin + + transport + + + + + + + + + + + Launch two vLLM services + vllm serve + explicit --worker-cls + additional_config["afd"]: role · connector · topology + Requests are sent only to the Attention API + + + Plugin bootstrap + vllm.general_plugins → afd_plugin:register_afd + Register AFD model wrappers + Apply EngineCore, config and Ascend compatibility patches + + + Runtime resolution + Parse + validate AFDConfig and role-specific worker + Select GPU or Ascend NPU model runner + AFDConnectorFactory lazily loads the configured backend + + + + + + + + + Attention service + request-driven · owns scheduling, KV cache and sampling + AFD transport + shared contract + metadata + FFN service + connector-driven daemon · no request scheduling + + + + + + + + + + + OpenAI API request + + + vLLM EngineCore + Scheduler + request batching · KV-cache coordination + + + AFD Attention Worker + GPU AFDAttentionWorker · NPU AFDNPUAttentionWorker + + + AFD Attention Model Runner + build inputs · install forward context · publish DP metadata + + + AFD model wrapper — Attention path + DeepSeek V2/V3 · GLM MoE DSA + attention + KV cache · optional routing/gate metadata + + + Native sampling + API response + continues after the final FFN output returns + + + + + + AFD metadata + DP · ubatch · layer · graph + forward-context state + + + AFDConnectorBase + send / receive in both directions + + + P2pNcclAFDConnector + CUDA · sync · prefill + decode + decode-only CUDA graph + + + CAMP2pAFDConnector + Ascend · sync · prefill + decode + decode-only ACL graph + + + CAMAsyncAFDConnector + Ascend · async · prefill only + async DP / MoE ubatching + + + + + + + + + + Patched FFN EngineCore + stops after executor construction; skips scheduler + KV setup + + + AFD FFN Worker + starts background connector loop; rejects execute_model requests + + + AFD FFN Model Runner + GPU GPUFFNModelRunner · NPU AFDNPUFFNModelRunner + + + AFD model wrapper — FFN path + recv Attention activations → compute_ffn_output(layer) + MoE / shared experts → return FFN output + + + Daemon-only execution boundary + no API traffic · no scheduler · empty KV cache + + + + + + + control plane + + + + + Attention hidden states → + + + + ← FFN output + + + + + + GPU runtime + vLLM v1 · CUDA · PyNccl P2P · CUDA graph + DBO supported with exactly two ubatches + + + Ascend NPU runtime + vLLM-Ascend MRv1 · HCCL/CAMP2P · ACL graph + CAM async DP and AFD-managed MoE ubatching + + + Shared AFD services + config + validation · topology · metadata · forward context + profiling · graph state · lifecycle and compatibility helpers + + + External plugin · no vLLM source-tree edits + From 562f9f5eb95d208bdfb4efe51339a8c8fbc15321 Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Tue, 14 Jul 2026 14:41:39 +0800 Subject: [PATCH 02/11] Clarify recommended connector stages Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md index 594a3196..20e5b6e8 100644 --- a/_posts/2026-07-14-vllm-afd-plugin.md +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -45,10 +45,10 @@ This boundary is deliberately narrow. vLLM continues to own the serving control ### Connector and backend support -| Connector | Backend | Execution | Supported stage | Graph support | +| Connector | Backend | Execution | Recommended stage | Graph support | | --- | --- | --- | --- | --- | -| `P2pNcclAFDConnector` | CUDA | Synchronous P2P | Prefill and decode | `FULL_DECODE_ONLY` CUDA graph | -| `CAMP2pAFDConnector` | Ascend NPU | Synchronous CAMP2P/HCCL | Prefill and decode | `FULL_DECODE_ONLY` ACL graph | +| `P2pNcclAFDConnector` | CUDA | Synchronous P2P | Decode | `FULL_DECODE_ONLY` CUDA graph | +| `CAMP2pAFDConnector` | Ascend NPU | Synchronous CAMP2P/HCCL | Decode | `FULL_DECODE_ONLY` ACL graph | | `CAMAsyncAFDConnector` | Ascend NPU | Asynchronous CAM | Prefill | Not currently supported | The same high-level exchange—Attention output to FFN, FFN output back to Attention—is shared across connectors. Backend packages remain separate so CUDA graph behavior, ACL graph behavior, NCCL communication, and Ascend custom operators do not leak into one another. From 1e7f185a5cc638de8002ca9fc209d091fc147e6b Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Tue, 14 Jul 2026 14:51:30 +0800 Subject: [PATCH 03/11] Reference AFD deployment recipes Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 43 ++++------------------------ 1 file changed, 6 insertions(+), 37 deletions(-) diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md index 20e5b6e8..590b4b3f 100644 --- a/_posts/2026-07-14-vllm-afd-plugin.md +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -82,43 +82,12 @@ Across the measured request rates, the AFD configuration lowers median/P50 time The current implementation requires Python 3.10–3.13 and targets vLLM `0.19.1`. -```bash -git clone https://github.com/vllm-project/afd-plugin.git -cd afd-plugin -uv sync --group dev --extra vllm -``` - -AFD is configured through `additional_config["afd"]`. The following minimal CUDA example uses one GPU for each role. Start the FFN service first: - -```bash -CUDA_VISIBLE_DEVICES=1 vllm serve /path/to/DeepSeek-V2-Lite \ - --worker-cls afd_plugin.v1.worker.AFDFFNWorker \ - --data-parallel-size 1 \ - --tensor-parallel-size 1 \ - --enable-expert-parallel \ - --enforce-eager \ - --host 127.0.0.1 \ - --port 18001 \ - --additional-config '{"afd":{"enabled":true,"role":"ffn","connector":"P2pNcclAFDConnector","host":"127.0.0.1","port":6239,"num_attention_ranks":1,"num_ffn_ranks":1}}' -``` - -Then start the Attention service: - -```bash -CUDA_VISIBLE_DEVICES=0 vllm serve /path/to/DeepSeek-V2-Lite \ - --worker-cls afd_plugin.v1.worker.AFDAttentionWorker \ - --data-parallel-size 1 \ - --tensor-parallel-size 1 \ - --enable-expert-parallel \ - --enforce-eager \ - --host 127.0.0.1 \ - --port 18000 \ - --additional-config '{"afd":{"enabled":true,"role":"attention","connector":"P2pNcclAFDConnector","host":"127.0.0.1","port":6239,"num_attention_ranks":1,"num_ffn_ranks":1}}' -``` - -Send client traffic only to port `18000`. The FFN process on port `18001` is a connector-driven service and should not receive inference requests. - -For Ascend NPU, use the `afd_plugin.v1.worker.ascend.AFDNPUAttentionWorker` and `AFDNPUFFNWorker` class paths together with `CAMP2pAFDConnector` or `CAMAsyncAFDConnector`. The repository provides complete [GPU DeepSeek V2 Lite recipes](https://github.com/vllm-project/afd-plugin/tree/main/recipe/gpu/p2p_nccl/deepseek_v2_lite) and an [Ascend DeepSeek V3.2 CAM async recipe](https://github.com/vllm-project/afd-plugin/blob/main/recipe/npu/cam_async/DeepSeek-V3.2.md). +Deployment commands depend on the backend, connector, model, and rank topology. Instead of duplicating configurations here, use the maintained [AFD Plugin recipes](https://github.com/vllm-project/afd-plugin/tree/main/recipe): + +* **GPU synchronous AFD:** the [DeepSeek V2 Lite P2P NCCL recipes](https://github.com/vllm-project/afd-plugin/tree/main/recipe/gpu/p2p_nccl/deepseek_v2_lite) cover decode-oriented colocated and prefill/decode-disaggregated deployments, eager and CUDA graph execution, and multiple DP/TP layouts. +* **Ascend NPU asynchronous prefill AFD:** the [DeepSeek V3.2 CAM async recipe](https://github.com/vllm-project/afd-plugin/blob/main/recipe/npu/cam_async/DeepSeek-V3.2.md) documents the required environment, topology, AFD configuration, benchmark setup, and current limitations. + +Refer to the repository [README](https://github.com/vllm-project/afd-plugin#readme) and recipe directory for the latest installation steps, supported connector matrix, configuration fields, and complete launch commands. ## Current Scope and Roadmap From 418a8bb14148f2c3a83f2549c8c84f072cd13eed Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Tue, 14 Jul 2026 14:58:04 +0800 Subject: [PATCH 04/11] Refocus AFD feature headings Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md index 590b4b3f..76fa5c3e 100644 --- a/_posts/2026-07-14-vllm-afd-plugin.md +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -57,18 +57,18 @@ The same high-level exchange—Attention output to FFN, FFN output back to Atten * **Native vLLM serving surface.** Existing vLLM users still launch with `vllm serve`, send requests to an OpenAI-compatible endpoint, and configure the runtime through `--additional-config`. * **GPU and Ascend implementations.** GPU workers extend vLLM v1 classes, while NPU workers extend vLLM-Ascend classes directly. Shared behavior lives in configuration, topology, metadata, and connector contracts rather than cross-device inheritance. -* **Synchronous AFD on Ascend NPU.** `CAMP2pAFDConnector` uses CAMP2P custom operators and HCCL communication to exchange Attention activations and FFN outputs synchronously. It supports both prefill and decode, including the current `FULL_DECODE_ONLY` ACL graph path for decode workloads. -* **Asynchronous prefill AFD on Ascend NPU.** `CAMAsyncAFDConnector` uses CAM asynchronous dispatch and combine operators to decouple prefill Attention ranks from expert workers. Together with AFD-managed MoE ubatching, it overlaps independent Attention and FFN stages to reduce pipeline stalls. This path currently targets the prefill stage in a prefill/decode-disaggregated deployment and does not yet support graph execution. +* **Synchronous AFD for decode throughput.** `P2pNcclAFDConnector` and `CAMP2pAFDConnector` synchronously exchange Attention activations and FFN outputs, allowing the two roles to scale independently in throughput-oriented decode deployments. Their current graph paths use `FULL_DECODE_ONLY` semantics on CUDA and ACL, respectively. +* **Asynchronous AFD for prefill.** `CAMAsyncAFDConnector` uses CAM asynchronous dispatch and combine operators to decouple prefill Attention ranks from expert workers. Together with AFD-managed MoE ubatching, it overlaps independent Attention and FFN stages to reduce pipeline stalls. This path currently targets the prefill stage in a prefill/decode-disaggregated deployment and does not yet support graph execution. * **MoE model integration.** The plugin registers wrappers for DeepSeek V2/V3-family architectures, including DeepSeek V3.2, and GLM MoE DSA. The wrapper exposes separate Attention and FFN computations while reusing upstream layer implementations. * **Graph and ubatching paths.** The synchronous GPU and NPU connectors support decode-only graph capture. Dual Batch Overlap is supported with exactly two ubatches, and CAM async provides AFD-managed MoE ubatching for its prefill path. ## A Performance Snapshot -### NPU Decode Performance with `CAMP2pAFDConnector` +### Synchronous AFD Decode Throughput with `CAMP2pAFDConnector` - + -### Asynchronous AFD Prefill Performance on NPU with `CAMAsyncAFDConnector` +### Asynchronous AFD Prefill Performance with `CAMAsyncAFDConnector` The repository includes an early CAM async experiment on two Ascend 910C nodes using a DeepSeek V3.2 W8A8 model reduced to 10 layers. The comparison uses forced expert balancing and contrasts a `DP4PCP8 TP1` baseline with an AFD layout consisting of Attention `DP3PCP8 TP1` plus FFN `EP8`. From 6305652a9a15110a4e94d885c151ab7265d3bd3f Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Tue, 14 Jul 2026 15:05:21 +0800 Subject: [PATCH 05/11] Add blog install section Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md index 76fa5c3e..2d027750 100644 --- a/_posts/2026-07-14-vllm-afd-plugin.md +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -82,12 +82,18 @@ Across the measured request rates, the AFD configuration lowers median/P50 time The current implementation requires Python 3.10–3.13 and targets vLLM `0.19.1`. +### Install + +Check out the installation steps in our [README](https://github.com/vllm-project/afd-plugin#install) for details. + +### Deployment Recipes + Deployment commands depend on the backend, connector, model, and rank topology. Instead of duplicating configurations here, use the maintained [AFD Plugin recipes](https://github.com/vllm-project/afd-plugin/tree/main/recipe): * **GPU synchronous AFD:** the [DeepSeek V2 Lite P2P NCCL recipes](https://github.com/vllm-project/afd-plugin/tree/main/recipe/gpu/p2p_nccl/deepseek_v2_lite) cover decode-oriented colocated and prefill/decode-disaggregated deployments, eager and CUDA graph execution, and multiple DP/TP layouts. * **Ascend NPU asynchronous prefill AFD:** the [DeepSeek V3.2 CAM async recipe](https://github.com/vllm-project/afd-plugin/blob/main/recipe/npu/cam_async/DeepSeek-V3.2.md) documents the required environment, topology, AFD configuration, benchmark setup, and current limitations. -Refer to the repository [README](https://github.com/vllm-project/afd-plugin#readme) and recipe directory for the latest installation steps, supported connector matrix, configuration fields, and complete launch commands. +Refer to the repository README and recipe directory for the latest supported connector matrix, configuration fields, and complete launch commands. ## Current Scope and Roadmap From 6be2724bc6d6702f05b2a9a7287af75589c2faa1 Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Tue, 14 Jul 2026 19:46:06 +0800 Subject: [PATCH 06/11] Add synchronous decode benchmark results Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 33 +++++++++++++++++- .../throughput_dsv3-2_16k.png | Bin 0 -> 213388 bytes .../throughput_dsv3-2_32k.png | Bin 0 -> 197362 bytes 3 files changed, 32 insertions(+), 1 deletion(-) create mode 100644 assets/figures/2026-07-14-vllm-afd-plugin/throughput_dsv3-2_16k.png create mode 100644 assets/figures/2026-07-14-vllm-afd-plugin/throughput_dsv3-2_32k.png diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md index 2d027750..fde2353f 100644 --- a/_posts/2026-07-14-vllm-afd-plugin.md +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -66,7 +66,38 @@ The same high-level exchange—Attention output to FFN, FFN output back to Atten ### Synchronous AFD Decode Throughput with `CAMP2pAFDConnector` - +The synchronous decode recipe in [JiusiServe/afd-plugin#67](https://github.com/JiusiServe/afd-plugin/pull/67) compares a conventional EP64 deployment with `CAMP2pAFDConnector`-based AFD deployments for DeepSeek-V3.2 W8A8 on Ascend 910C. The benchmark measures saturated decode throughput rather than online-serving latency. + +| Deployment | Physical topology | Total dies | +| --- | --- | ---: | +| EP64 | DP64, EP64, TP1 | 64 | +| 48A16F | 48 Attention ranks, 16 FFN ranks | 64 | +| 64A16F | 64 Attention ranks, 16 FFN ranks | 80 | + +Throughput is normalized by the total number of deployed dies: + +```text +tokens/s/die = aggregate output token throughput / total deployed dies +``` + +Both workloads use fixed-length inputs and uniformly distributed outputs from 512 to 1,536 tokens. + +#### 16K fixed input + +![DeepSeek-V3.2 16K decode throughput per die](/assets/figures/2026-07-14-vllm-afd-plugin/throughput_dsv3-2_16k.png) + +EP64 achieves **232.6 tokens/s/die**, 48A16F achieves **220.3 tokens/s/die**, and 64A16F achieves **258.9 tokens/s/die**. Relative to EP64, the AFD results are **-5.3%** for 48A16F and **+11.3%** for 64A16F. + +#### 32K fixed input + +![DeepSeek-V3.2 32K decode throughput per die](/assets/figures/2026-07-14-vllm-afd-plugin/throughput_dsv3-2_32k.png) + +EP64 achieves **168.2 tokens/s/die**, 48A16F achieves **151.4 tokens/s/die**, and 64A16F achieves **183.3 tokens/s/die**. Relative to EP64, the AFD results are **-10.0%** for 48A16F and **+9.0%** for 64A16F. + +Across both input lengths, 48A16F is below the EP64 baseline, while 64A16F delivers the highest normalized throughput: **+11.3% at 16K** and **+9.0% at 32K**. This result shows that the Attention-to-FFN allocation matters; disaggregation alone does not guarantee a throughput gain. + +> [!NOTE] +> These are controlled performance results, not accuracy or production-serving results. The experiment replaces natural routed expert IDs with a deterministic forced-balancing cycle, which changes model outputs. Under this setup, the physical 48A16F and 64A16F deployments simulate logical 192A64F and 256A64F scales. `AFDDecodeBenchConnector` supplies the decode-only KV state, and DBO is enabled for AFD. 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zuyVqij-&m`8;8z@2)M{}xd*=qBrhADXr^Po^)BS~ZWq`DuPK_Jkx-@)FEWho`^yW9G!W^BCxpI<%k3`ADSC;VwB+4$f0}+%b)+OLf4m(- z)rb@z;7|PoTFXZN%3D85ryScvi#N!*UC2!><39k<0?~Z$H5a^sWV{;m;vMdV)w#99 zuiCodQ5<{)90km@IQ0$zOQ1F9E%fE_Qwd`{)QsU)w@>P_d@wwgMO;%8cq&d6+=F9c z*~VB1JmjZjP|~yn@@#L z;LZJp$c-?Rdsd - - - - - - - - - OpenAI API request - - - vLLM EngineCore + Scheduler - request batching · KV-cache coordination - - - AFD Attention Worker - GPU AFDAttentionWorker · NPU AFDNPUAttentionWorker - - - AFD Attention Model Runner - build inputs · install forward context · publish DP metadata - - - AFD model wrapper — Attention path - DeepSeek V2/V3 · GLM MoE DSA - attention + KV cache · optional routing/gate metadata - - - Native sampling + API response - continues after the final FFN output returns - - - - - - AFD metadata - DP · ubatch · layer · graph - forward-context state - - - AFDConnectorBase - send / receive in both directions - - - P2pNcclAFDConnector - CUDA · sync · prefill + decode - decode-only CUDA graph - - - CAMP2pAFDConnector - Ascend · sync · prefill + decode - decode-only ACL graph - - - CAMAsyncAFDConnector - Ascend · async · prefill only - async DP / MoE ubatching - - - - - - - - - - Patched FFN EngineCore - stops after executor construction; skips scheduler + KV setup - - - AFD FFN Worker - starts background connector loop; rejects execute_model requests - - - AFD FFN Model Runner - GPU GPUFFNModelRunner · NPU AFDNPUFFNModelRunner - - - AFD model wrapper — FFN path - recv Attention activations → compute_ffn_output(layer) - MoE / shared experts → return FFN output - - - Daemon-only execution boundary - no API traffic · no scheduler · empty KV cache - - - - - - - control plane - - - - - Attention hidden states → - - - - ← FFN output - - - - - - GPU runtime - vLLM v1 · CUDA · PyNccl P2P · CUDA graph - DBO supported with exactly two ubatches - - - Ascend NPU runtime - vLLM-Ascend MRv1 · HCCL/CAMP2P · ACL graph - CAM async DP and AFD-managed MoE ubatching - - - Shared AFD services - config + validation · topology · metadata · forward context - profiling · graph state · lifecycle and compatibility helpers - - - External plugin · no vLLM source-tree edits + + + + + + + + +vLLM-AFD-Plugin +external plugin for vLLM v0.19.1 + +EntryPoints + +OpenAI / API Server + +vLLM serve + +Attention Role + +EngineCore + Executor + +Scheduler + +KV Cache + +AFDAttentionWorker + +AFDAttentionModelRunner + +AFD MetadataDP / ubatch / graph + + +FFN Role + +FFNEngineCore + +AFDFFNWorker + +GPUFFNModelRunner + +FFN Loopconnector-driven + +CUDA GraphSupport + +vLLM Model / Layers / Ops + +AFD Model WrappersDeepSeek V2/V3, Step3, ... FFN split hooks + +Plugin Runtime Helpersubatching / tracing / validation + +AFD Connector: P2P(PyNccl) ... + +imported + +modified + +new +No vLLM source-tree edits From 1a755dfb2a94e0c63c2babb163212776abbacaad Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Wed, 15 Jul 2026 11:19:53 +0800 Subject: [PATCH 08/11] Refresh AFD architecture diagram Signed-off-by: jiangkuaixue123 --- .../vllm-afd-plugin-architecture.svg | 184 ++++++++++-------- 1 file changed, 99 insertions(+), 85 deletions(-) diff --git a/assets/figures/2026-07-14-vllm-afd-plugin/vllm-afd-plugin-architecture.svg b/assets/figures/2026-07-14-vllm-afd-plugin/vllm-afd-plugin-architecture.svg index a8baa2f7..99e3065a 100644 --- a/assets/figures/2026-07-14-vllm-afd-plugin/vllm-afd-plugin-architecture.svg +++ b/assets/figures/2026-07-14-vllm-afd-plugin/vllm-afd-plugin-architecture.svg @@ -1,19 +1,16 @@ - - + vLLM-AFD-Plugin -external plugin for vLLM v0.19.1 EntryPoints OpenAI / API Server vLLM serve - -Attention Role - -EngineCore + Executor - -Scheduler - -KV Cache - -AFDAttentionWorker - -AFDAttentionModelRunner - -AFD MetadataDP / ubatch / graph - - -FFN Role - -FFNEngineCore - -AFDFFNWorker - -GPUFFNModelRunner - -FFN Loopconnector-driven - -CUDA GraphSupport + +Attention Role + +EngineCore + Executor + +Scheduler + +KV Cache + +AFDAttentionWorker + +AFDAttentionModelRunner + +AFD MetadataDP / ubatch / graph + +AFDConnector + + +FFN Role + +FFNEngineCore + +AFDFFNWorker + +AFDFFNModelRunner + +FFN Loopconnector-driven + +Graph Support vLLM Model / Layers / Ops -AFD Model WrappersDeepSeek V2/V3, Step3, ... FFN split hooks +AFD Model Wrappers Plugin Runtime Helpersubatching / tracing / validation - -AFD Connector: P2P(PyNccl) ... - -imported - -modified - -new -No vLLM source-tree edits + +P2pNcclAFDConnector + +CAMP2pAFDConnector + +CAMAsyncAFDConnector + +Others + +imported + +modified + +new +No vLLM source-tree edits From c83b2854abc485b9f9aeffec3578cad436acada4 Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Wed, 15 Jul 2026 11:26:06 +0800 Subject: [PATCH 09/11] Clarify AFD roadmap recipe coverage Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md index fde2353f..a6c2d3ba 100644 --- a/_posts/2026-07-14-vllm-afd-plugin.md +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -135,7 +135,7 @@ The next phase of development will focus on: * **Broader vLLM compatibility and upstream alignment:** track newer vLLM and vLLM-Ascend releases, evaluate model runner v2, keep compatibility patches minimal, and contribute generally useful abstractions upstream as they mature. * **More flexible execution:** extend graph modes, ubatch counts, asynchronous stages, and validated rank topologies. * **Production-scale validation:** publish repeatable accuracy, latency, throughput, stability, and multi-node results on full models and realistic workloads. -* **Expanded model and connector coverage:** add MoE architectures and backend transports through the existing model-wrapper and connector interfaces. +* **Expanded model and connector coverage:** add MoE architectures and backend transports through the existing model-wrapper and connector interfaces, together with corresponding deployment recipes for each newly supported model and connector. * **Multimodal and vLLM-Omni integration:** explore how AFD can integrate with [vLLM-Omni](https://github.com/vllm-project/vllm-omni) and heterogeneous multimodal pipelines, including its application within autoregressive (AR), Diffusion Transformer (DiT), and other stages that can benefit from independently scaled Attention and FFN execution. * **Heterogeneous hardware and low-latency serving:** explore deploying Attention and FFN roles across different accelerator types and interconnects, together with connector, scheduling, placement, and computation-communication overlap optimizations that reduce time to first token and inter-token latency. From 84ab12de577ceb9d96c6269f2433327efa9a1984 Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Wed, 15 Jul 2026 11:42:24 +0800 Subject: [PATCH 10/11] Add experimental AFD project note Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md index a6c2d3ba..4e1e8315 100644 --- a/_posts/2026-07-14-vllm-afd-plugin.md +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -16,7 +16,8 @@ Mixture-of-Experts (MoE) inference combines two very different kinds of work ins vLLM AFD Plugin separates these paths into independently deployed Attention and FFN services while preserving vLLM's request lifecycle and OpenAI-compatible API on the Attention side. The project currently supports NVIDIA GPUs and Ascend NPUs, synchronous and asynchronous connectors, DeepSeek V2/V3-family model wrappers, and eager, graph, and dual-batch execution paths within clearly validated limits. -> vLLM AFD Plugin is currently experimental. The initial implementation targets vLLM `0.19.1`, and more large-scale testing is still needed across models, topologies, and hardware. +> [!NOTE] +> This project is still experimental and needs more large-scale testing across different hardware backends. ## Why Attention–FFN Disaggregation? From 264d4992fbaaabaa9f0859090d07a3ea09ae1d7c Mon Sep 17 00:00:00 2001 From: jiangkuaixue123 Date: Wed, 15 Jul 2026 14:22:29 +0800 Subject: [PATCH 11/11] Address vLLM compatibility roadmap review Signed-off-by: jiangkuaixue123 --- _posts/2026-07-14-vllm-afd-plugin.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2026-07-14-vllm-afd-plugin.md b/_posts/2026-07-14-vllm-afd-plugin.md index 4e1e8315..5353b23c 100644 --- a/_posts/2026-07-14-vllm-afd-plugin.md +++ b/_posts/2026-07-14-vllm-afd-plugin.md @@ -133,7 +133,7 @@ The project intentionally exposes its current boundaries: exact vLLM version pin The next phase of development will focus on: -* **Broader vLLM compatibility and upstream alignment:** track newer vLLM and vLLM-Ascend releases, evaluate model runner v2, keep compatibility patches minimal, and contribute generally useful abstractions upstream as they mature. +* **Broader vLLM compatibility and upstream alignment:** track newer vLLM releases, evaluate model runner v2, keep compatibility patches minimal, and contribute generally useful abstractions upstream as they mature. * **More flexible execution:** extend graph modes, ubatch counts, asynchronous stages, and validated rank topologies. * **Production-scale validation:** publish repeatable accuracy, latency, throughput, stability, and multi-node results on full models and realistic workloads. * **Expanded model and connector coverage:** add MoE architectures and backend transports through the existing model-wrapper and connector interfaces, together with corresponding deployment recipes for each newly supported model and connector.