From ef799695fd3bc1d0ec15787058b693f8215b3fb9 Mon Sep 17 00:00:00 2001 From: Chen Zhang Date: Thu, 11 Sep 2025 11:18:32 -0700 Subject: [PATCH 1/9] add qwen3-next Signed-off-by: Chen Zhang --- _posts/2025-09-11-qwen3-next.md | 85 +++++++++++++++++++++++++++ assets/figures/qwen3-next/hybrid.png | Bin 0 -> 44683 bytes assets/figures/qwen3-next/qwen.png | Bin 0 -> 129289 bytes 3 files changed, 85 insertions(+) create mode 100644 _posts/2025-09-11-qwen3-next.md create mode 100644 assets/figures/qwen3-next/hybrid.png create mode 100644 assets/figures/qwen3-next/qwen.png diff --git a/_posts/2025-09-11-qwen3-next.md b/_posts/2025-09-11-qwen3-next.md new file mode 100644 index 0000000..0ccef1a --- /dev/null +++ b/_posts/2025-09-11-qwen3-next.md @@ -0,0 +1,85 @@ +--- +layout: post +title: "vLLM Now Supports Qwen3-Next: Hybrid Architecture with Extreme Efficiency" +author: "The vLLM Team" +image: /assets/figures/qwen3-next/qwen.png +thumbnail-img: /assets/figures/qwen3-next/qwen.png +share-img: /assets/figures/qwen3-next/qwen.png +--- + +We’re excited to announce that **vLLM now supports Qwen3-Next**, the latest generation of foundation models from the Qwen team. Qwen3-Next introduces a **hybrid architecture with extreme efficiency for long context support**, and vLLM offers full support of its functionalities. + +

+ + + +

+ + +In this post, we’ll explore Qwen3-Next’s innovations — hybrid attention, high-sparsity MoE, and multi-token prediction — and show how vLLM efficiently supports them. + +## **Quickstart** + +You can run Qwen3-Next with vLLM nightly installation: + +`uv pip install vllm --extra-index-url https://wheels.vllm.ai/nightly --torch-backend=auto` + +Then launch: + +`vllm serve Qwen/Qwen3-Next-80B-A3B-Instruct -tp 4` + +Please refer to the [vLLM Model Recipes](https://docs.vllm.ai/projects/recipes/en/latest/Qwen/Qwen3-Next.html) for a more detailed installation and usage guide. + +## **Hybrid Attention: Efficient Context Modeling** + +At the core of Qwen3-Next is its **Hybrid Attention** design, replacing standard attention with a combination of: + +* **Gated DeltaNet** (linear attention for long context efficiency) +* **Full Attention** (full attention for high-fidelity reasoning) + +The model interleaves these two forms of attention across layers, enabling efficient scaling to **65K context lengths** and beyond. + +To support this, vLLM integrates Triton kernels from [Flash Linear Attention](https://github.com/fla-org/flash-linear-attention), and adopts a [**hybrid KV cache manager**](https://arxiv.org/abs/2503.18292) to manage both linear and full attention layers with the same memory pool, avoiding fragmentation and maximizing GPU utilization. + +In order to manage state for hybrid models like Qwen3-Next, vLLM automatically tunes the “logical” block size of the full attention layers to ensure that the state for the full attention layers and linear attention layers occupy the same amount of “physical” GPU memory. This enables simple and efficient paged memory management for hybrid models, increasing throughput for heavy workloads when the GPU memory becomes fully utilized. + +

+ + + +

+ + +In addition, Flash Linear Attention is based on Triton. Launching Triton kernels can incur significant CPU overheads that disproportionately affect decode-only batches. To overcome this, vLLM enables full CUDA graph mode by default, ensuring good performance in low-latency scenarios + +**High-Sparsity MoE: Extreme Efficiency** + +Qwen3-Next pushes sparsity further with **MoE layers at 1:50 activation ratio**. In the flagship **80B-A3B model**, only **3B parameters are active per token**, which can have great throughput and latency. + + +## **Multi-Token Prediction (MTP)** + +Another innovation in Qwen3-Next is **multi-token prediction**, which boosts both pretraining efficiency and inference speed. vLLM natively supports this mode, allowing Qwen3-Next to decode multiple tokens per step without modifying application code. See the recipe to check out how to use it. + +## **Looking Ahead** + +Our Qwen3-Next integration is just the beginning. On the roadmap: + +* Further kernel optimizations for GatedDeltaNet layers. +* Better memory management and prefix caching for hybrid models. +* Continuous throughput and CPU overhead reductions. + +## **Acknowledgements** + +This effort was made possible thanks to close collaboration with many partners: + +* **Qwen Team**, including Tao He, Jianwei Zhang for open-sourcing the model. +* **Flash Linear Attention team**, including Yu Zhang, etc. for reviewing the gated deltanet attention kernels and improving the numerics. +* **NVIDIA**, including Vadim Gimpelson for testing the models. +* **IBM Research**, including Thomas Parnell for hybrid memory management and CUDA graph optimizations. +* **Red Hat**, including Tyler Michael Smith, Doug Smith, Tarun Kumar, and Elvir Crncevic for testing the model and tuning MoE kernels. +* **Community partners**: Roblox, Meta, — for testing, feedback, and scaling insights. + +vLLM team members who contributed to this effort are: Jie Li, Kaichao You, Chen Zhang, Simon Mo. + +👉 Qwen3-Next is now available in **vLLM**. 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[PATCH 2/9] update Signed-off-by: heheda --- _posts/2025-09-11-qwen3-next.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_posts/2025-09-11-qwen3-next.md b/_posts/2025-09-11-qwen3-next.md index 0ccef1a..55fa415 100644 --- a/_posts/2025-09-11-qwen3-next.md +++ b/_posts/2025-09-11-qwen3-next.md @@ -45,7 +45,7 @@ In order to manage state for hybrid models like Qwen3-Next, vLLM automatically t

- +

@@ -82,4 +82,4 @@ This effort was made possible thanks to close collaboration with many partners: vLLM team members who contributed to this effort are: Jie Li, Kaichao You, Chen Zhang, Simon Mo. -👉 Qwen3-Next is now available in **vLLM**. Try it out today and experience **ultra-efficient long-context inference** with the latest hybrid MoE architecture. \ No newline at end of file +👉 Qwen3-Next is now available in **vLLM**. Try it out today and experience **ultra-efficient long-context inference** with the latest hybrid MoE architecture. From a2c093da5b063fbf6fe2b44bbd5ed29120ee05e3 Mon Sep 17 00:00:00 2001 From: heheda Date: Thu, 11 Sep 2025 11:29:33 -0700 Subject: [PATCH 3/9] update moe Signed-off-by: heheda --- _posts/2025-09-11-qwen3-next.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_posts/2025-09-11-qwen3-next.md b/_posts/2025-09-11-qwen3-next.md index 55fa415..a4a01e9 100644 --- a/_posts/2025-09-11-qwen3-next.md +++ b/_posts/2025-09-11-qwen3-next.md @@ -52,9 +52,9 @@ In order to manage state for hybrid models like Qwen3-Next, vLLM automatically t In addition, Flash Linear Attention is based on Triton. Launching Triton kernels can incur significant CPU overheads that disproportionately affect decode-only batches. To overcome this, vLLM enables full CUDA graph mode by default, ensuring good performance in low-latency scenarios -**High-Sparsity MoE: Extreme Efficiency** +## **High-Sparsity MoE: Extreme Efficiency** -Qwen3-Next pushes sparsity further with **MoE layers at 1:50 activation ratio**. In the flagship **80B-A3B model**, only **3B parameters are active per token**, which can have great throughput and latency. +Qwen3-Next pushes sparsity further with **MoE layers at 1:50 activation ratio**. 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update figure Signed-off-by: heheda --- _posts/2025-09-11-qwen3-next.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2025-09-11-qwen3-next.md b/_posts/2025-09-11-qwen3-next.md index a4a01e9..ec8bd22 100644 --- a/_posts/2025-09-11-qwen3-next.md +++ b/_posts/2025-09-11-qwen3-next.md @@ -39,7 +39,7 @@ At the core of Qwen3-Next is its **Hybrid Attention** design, replacing standard The model interleaves these two forms of attention across layers, enabling efficient scaling to **65K context lengths** and beyond. -To support this, vLLM integrates Triton kernels from [Flash Linear Attention](https://github.com/fla-org/flash-linear-attention), and adopts a [**hybrid KV cache manager**](https://arxiv.org/abs/2503.18292) to manage both linear and full attention layers with the same memory pool, avoiding fragmentation and maximizing GPU utilization. +To support this, vLLM integrates Triton kernels from [Flash Linear Attention](https://github.com/fla-org/flash-linear-attention), and adopts a [hybrid KV cache manager](https://arxiv.org/abs/2503.18292) to manage both linear and full attention layers with the same memory pool, avoiding fragmentation and maximizing GPU utilization. In order to manage state for hybrid models like Qwen3-Next, vLLM automatically tunes the “logical” block size of the full attention layers to ensure that the state for the full attention layers and linear attention layers occupy the same amount of “physical” GPU memory. This enables simple and efficient paged memory management for hybrid models, increasing throughput for heavy workloads when the GPU memory becomes fully utilized. From fc3e742bc69170e86b61e1acbd5e5319c598c2de Mon Sep 17 00:00:00 2001 From: heheda Date: Thu, 11 Sep 2025 11:36:27 -0700 Subject: [PATCH 6/9] update Signed-off-by: heheda --- _posts/2025-09-11-qwen3-next.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2025-09-11-qwen3-next.md b/_posts/2025-09-11-qwen3-next.md index ec8bd22..ecfa069 100644 --- a/_posts/2025-09-11-qwen3-next.md +++ b/_posts/2025-09-11-qwen3-next.md @@ -39,7 +39,7 @@ At the core of Qwen3-Next is its **Hybrid Attention** design, replacing standard The model interleaves these two forms of attention across layers, enabling efficient scaling to **65K context lengths** and beyond. -To support this, vLLM integrates Triton kernels from [Flash Linear Attention](https://github.com/fla-org/flash-linear-attention), and adopts a [hybrid KV cache manager](https://arxiv.org/abs/2503.18292) to manage both linear and full attention layers with the same memory pool, avoiding fragmentation and maximizing GPU utilization. +To support this, vLLM integrates Triton kernels from [Flash Linear Attention](https://github.com/fla-org/flash-linear-attention), and adopts a [hybrid KV cache manager](https://arxiv.org/abs/2503.18292) to manage both linear and full attention layers, avoiding fragmentation and maximizing GPU utilization. In order to manage state for hybrid models like Qwen3-Next, vLLM automatically tunes the “logical” block size of the full attention layers to ensure that the state for the full attention layers and linear attention layers occupy the same amount of “physical” GPU memory. This enables simple and efficient paged memory management for hybrid models, increasing throughput for heavy workloads when the GPU memory becomes fully utilized. From 439995b3b9b043a661a306b1d57712f9af905be1 Mon Sep 17 00:00:00 2001 From: heheda Date: Thu, 11 Sep 2025 11:43:17 -0700 Subject: [PATCH 7/9] fix grammar Signed-off-by: heheda --- _posts/2025-09-11-qwen3-next.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/_posts/2025-09-11-qwen3-next.md b/_posts/2025-09-11-qwen3-next.md index ecfa069..8fb7fda 100644 --- a/_posts/2025-09-11-qwen3-next.md +++ b/_posts/2025-09-11-qwen3-next.md @@ -50,11 +50,11 @@ In order to manage state for hybrid models like Qwen3-Next, vLLM automatically t

-In addition, Flash Linear Attention is based on Triton. Launching Triton kernels can incur significant CPU overheads that disproportionately affect decode-only batches. To overcome this, vLLM enables full CUDA graph mode by default, ensuring good performance in low-latency scenarios +In addition, Flash Linear Attention is based on Triton. Launching Triton kernels can incur significant CPU overheads that disproportionately affect decode-only batches. To overcome this, vLLM enables full CUDA graph mode by default, ensuring good performance in low-latency scenarios. ## **High-Sparsity MoE: Extreme Efficiency** -Qwen3-Next pushes sparsity further with **MoE layers at 1:50 activation ratio**. In the flagship **80B-A3B model**, only **3B parameters are active per token**. vLLM can have great throughput and latency with the built-in efficient MoE implementation. +Qwen3-Next pushes sparsity further with **MoE layers at a 1:50 activation ratio**. In the flagship **80B-A3B model**, only **3B parameters are active per token**. vLLM can have great throughput and latency with the built-in efficient MoE implementation. ## **Multi-Token Prediction (MTP)** @@ -73,13 +73,13 @@ Our Qwen3-Next integration is just the beginning. On the roadmap: This effort was made possible thanks to close collaboration with many partners: -* **Qwen Team**, including Tao He, Jianwei Zhang for open-sourcing the model. +* **Qwen Team**, including Tao He, Jianwei Zhang, for open-sourcing the model. * **Flash Linear Attention team**, including Yu Zhang, etc. for reviewing the gated deltanet attention kernels and improving the numerics. * **NVIDIA**, including Vadim Gimpelson for testing the models. * **IBM Research**, including Thomas Parnell for hybrid memory management and CUDA graph optimizations. * **Red Hat**, including Tyler Michael Smith, Doug Smith, Tarun Kumar, and Elvir Crncevic for testing the model and tuning MoE kernels. -* **Community partners**: Roblox, Meta, — for testing, feedback, and scaling insights. +* **Community partners**: Roblox, Meta, etc. for testing, feedback, and scaling insights. -vLLM team members who contributed to this effort are: Jie Li, Kaichao You, Chen Zhang, Simon Mo. +vLLM team members who contributed to this effort include: Jie Li, Kaichao You, Chen Zhang, Simon Mo. 👉 Qwen3-Next is now available in **vLLM**. Try it out today and experience **ultra-efficient long-context inference** with the latest hybrid MoE architecture. From 2ab327e6ad7d5a52672be5ed0520d070b76bd186 Mon Sep 17 00:00:00 2001 From: heheda Date: Thu, 11 Sep 2025 11:47:00 -0700 Subject: [PATCH 8/9] add pd Signed-off-by: heheda --- _posts/2025-09-11-qwen3-next.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2025-09-11-qwen3-next.md b/_posts/2025-09-11-qwen3-next.md index 8fb7fda..3bcabfd 100644 --- a/_posts/2025-09-11-qwen3-next.md +++ b/_posts/2025-09-11-qwen3-next.md @@ -66,7 +66,7 @@ Another innovation in Qwen3-Next is **multi-token prediction**, which boosts bot Our Qwen3-Next integration is just the beginning. On the roadmap: * Further kernel optimizations for GatedDeltaNet layers. -* Better memory management and prefix caching for hybrid models. +* Better memory management, plus the support of automatic prefix caching and P/D disaggregation for hybrid models. * Continuous throughput and CPU overhead reductions. ## **Acknowledgements** From 3952ece94676b3df7bcfeffe4f20cafe3b0430b8 Mon Sep 17 00:00:00 2001 From: heheda Date: Thu, 11 Sep 2025 12:33:45 -0700 Subject: [PATCH 9/9] fix Signed-off-by: heheda --- _posts/2025-09-11-qwen3-next.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2025-09-11-qwen3-next.md b/_posts/2025-09-11-qwen3-next.md index 3bcabfd..7b75274 100644 --- a/_posts/2025-09-11-qwen3-next.md +++ b/_posts/2025-09-11-qwen3-next.md @@ -78,7 +78,7 @@ This effort was made possible thanks to close collaboration with many partners: * **NVIDIA**, including Vadim Gimpelson for testing the models. * **IBM Research**, including Thomas Parnell for hybrid memory management and CUDA graph optimizations. * **Red Hat**, including Tyler Michael Smith, Doug Smith, Tarun Kumar, and Elvir Crncevic for testing the model and tuning MoE kernels. -* **Community partners**: Roblox, Meta, etc. for testing, feedback, and scaling insights. +* **Community partners**: Meta, Roblox, etc. for testing, feedback, and scaling insights. vLLM team members who contributed to this effort include: Jie Li, Kaichao You, Chen Zhang, Simon Mo.