From 5fd150380b1d5d6e01a434712537baba29111941 Mon Sep 17 00:00:00 2001 From: bitliu Date: Mon, 1 Sep 2025 16:01:00 +0800 Subject: [PATCH 1/2] docs: add vllm semantic router blog Signed-off-by: bitliu --- _posts/2025-09-01-semantic-router.md | 113 ++++++++++++++++++ .../figures/semantic-router/architecture.png | Bin 0 -> 54725 bytes assets/figures/semantic-router/request.png | Bin 0 -> 106818 bytes 3 files changed, 113 insertions(+) create mode 100644 _posts/2025-09-01-semantic-router.md create mode 100644 assets/figures/semantic-router/architecture.png create mode 100644 assets/figures/semantic-router/request.png diff --git a/_posts/2025-09-01-semantic-router.md b/_posts/2025-09-01-semantic-router.md new file mode 100644 index 0000000..379f3cd --- /dev/null +++ b/_posts/2025-09-01-semantic-router.md @@ -0,0 +1,113 @@ +--- +layout: post +title: "Revolution in Large Model Inference: From GPT-5 to vLLM Semantic Router" +author: "vLLM Semantic Router Team" +image: /assets/logos/vllm-logo-text-light.png +--- + +![](/assets/figures/semantic-router/request.png) + +## **Industry Status: Inference ≠ The More, The Better** + +Over the past year, **Hybrid inference / automatic routing** has become one of the hottest topics in the large model industry. + +Take **GPT-5** as an example. Its real breakthrough isn't in the number of parameters, but in the **"automatic routing + thinking quota"**: + +* **Light queries → Light models**: For example, "Why is the sky blue?" does not require expensive inference models. + +* **Complex/High-value queries → Strong inference models**: Legal analysis, financial simulations, etc., are routed to models with Chain-of-Thought capabilities. + +The logic behind this mechanism is called **"Per-token Unit Economics"**. + +Every token generated is no longer a meaningless "consumption" but must bring value. + +Free-tier users receive answers from lightweight models, keeping costs under control. +When a query shows commercial intent (e.g., booking flights or finding legal services), it is routed to high-computation models and agent services that plug directly into transaction flows. + +For use cases like this, companies such as OpenAI can participate in the value chain by taking a commission on completed transactions — turning free traffic from a cost center into a monetizable entry point. + +Meanwhile, other companies are rapidly following suit: + +* **Anthropic Claude 3.7/4**: Fast thinking + slow thinking, with user-controlled switches. + +* **Google Gemini 2.5**: Introduces *thinking budget*, enabling enterprises to finely control inference costs. + +* **Alibaba Qwen3**: Attempts to switch between thinking/non-thinking modes using instructions. + +* **DeepSeek v3.1**: Uses a "single-model dual-mode" approach, combining dialogue and reasoning. + +In summary: The industry is entering a new era where **"not a single token should be wasted"**. + +## **Recent Research: vLLM Semantic Router** + +Amid the industry's push for "Hybrid inference," we focus on the **open-source inference engine vLLM**. + +vLLM has become the de facto standard for deploying large models in the industry. However, it lacks fine-grained semantic-level control - the ability to decide based on meaning rather than just query type. As a result, developers either enable full inference (wasting computation) or disable inference entirely (losing accuracy). + +Thus, we propose the **vLLM Semantic Router**, bringing GPT-5's "smart routing" capabilities to the open-source ecosystem. + +![](/assets/figures/semantic-router/architecture.png) + +🔹 **Architecture Design** + +1. **Semantic Classification**: Based on a **ModernBERT** fine-tuned intent classifier, determining whether a user query requires inference. + +2. **Smart Routing**: + + * Simple queries → Directly call the inference mode for fast responses. + + * Complex inference queries → Use Chain-of-Thought for accurate reasoning. + +3. **Rust High-Performance Engine**: Using the HuggingFace Candle framework to achieve high concurrency and zero-copy efficient inference. + +4. **Cloud-Native Integration**: Easily integrated with Kubernetes / API Gateway via Envoy ext_proc plugin, supporting enterprise-level deployments. + +Experimental data shows: + +* **Accuracy**: Improved by **+10.2%** +* **Latency**: Reduced by **47.1%** +* **Token Consumption**: Decreased by **48.5%** + +Especially in knowledge-intensive areas like business and economics, accuracy improvements even exceed **20%**. + +## **Background of the vLLM Semantic Router Project** + +The Semantic Router is not the isolated outcome of a single paper, but rather the result of collaboration and sustained efforts within the open-source community: + +* The project was initially proposed by **Dr. Chen Huamin**, Distinguished Engineer at **Red Hat**, in early **2025** across multiple open-source communities. + +* The project was iterated and evolved by **Xunzhuo Liu** from **Tencent**, and contributed to the vLLM community, becoming a part of the vLLM ecosystem. + +* **Dr. Wang Chen** from **IBM Research** and **Huamin** will present this project at the **2025 KubeCon North America** summit. + +Its mission is: To become the "inference accelerator" for open-source large models: + +* Ensure accuracy while minimizing unnecessary token consumption. +* Allow developers to seamlessly switch between fast/slow thinking modes without needing to fully enable or disable inference. +* Through native support for Kubernetes / Envoy, bring this capability into enterprise-level production environments. + +Thus, the vLLM Semantic Router is not just a research achievement but an **important bridge for open-source AI infrastructure**. It brings "academic innovation" directly into "industrial application." + +You can start exploring and experience it by visiting the GitHub repository: [https://github.com/vllm-project/semantic-router](https://github.com/vllm-project/semantic-router). + +## **Future Trends: Cost-Effective, Just-in-Time Inference** + +The large model industry has shifted from "Can we perform inference?" to "**When to perform inference and how to perform it?**" + +* **GPT-5**: Through automatic routing and thinking quotas, it ties computation allocation to commercial value, driving C-end monetization. + +* **vLLM Semantic Router**: Brings semantic routing to the open-source engine vLLM, enabling low-latency, low-energy consumption inference scheduling. + +The future competitive focus will no longer be about "whose model is the largest," but about: + +* **Can you perform inference at the right moment with the lowest cost?** +* **Who can more precisely switch between fast/slow thinking modes?** +* **Who can guarantee user experience without wasting computational resources?** + +Thus, the next frontier will be: **Intelligent self-adjusting inference mechanisms**. No need for explicit user switches or hardcoding; instead, the model/system can autonomously decide when to "think deeply" or provide a quick answer. + +## **Summary in One Sentence** + +* **GPT-5**: Uses routing for business, driving widespread intelligence. +* **vLLM Semantic Router**: Uses semantic routing for efficiency, driving green AI. +* The next competitive edge: **Performing the most appropriate inference with the lowest computation at the right time.** diff --git a/assets/figures/semantic-router/architecture.png b/assets/figures/semantic-router/architecture.png new file mode 100644 index 0000000000000000000000000000000000000000..56f703bee8267933e9ca46c37ec641ff4fb62e72 GIT binary patch literal 54725 zcmcG!XIvBA6F-U?B2{_^Sv1m%0)iBgr3MgCsx(n)Mw)c#nkb62r3lhQAfR;Vf`Ek< zI)vUtC5V84AfPn48+;ype)oT0-Os&wk!1IrGvzyTW@qMX_yq%PdKzvT3JMB(9khlK z1qBUAK|$$4bqKyw7I~?Tg5rSEh4Utw+BeUCh}qlOY5#Te=HmKZ4`~nnoKew{S3#dq z)tTO!-kZ!F-dcxODS|p*SXf+3_jbBjr80lj9^cqWkfwNeWNT-S;-1%b1uLV+%*(ol 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Z!*k1TD#($_^?&^zwCQ Date: Mon, 1 Sep 2025 20:25:02 +0800 Subject: [PATCH 2/2] resolve reviews Signed-off-by: bitliu --- _posts/2025-09-01-semantic-router.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/_posts/2025-09-01-semantic-router.md b/_posts/2025-09-01-semantic-router.md index 379f3cd..d052be9 100644 --- a/_posts/2025-09-01-semantic-router.md +++ b/_posts/2025-09-01-semantic-router.md @@ -7,7 +7,7 @@ image: /assets/logos/vllm-logo-text-light.png ![](/assets/figures/semantic-router/request.png) -## **Industry Status: Inference ≠ The More, The Better** +## Industry Status: Inference ≠ The More, The Better Over the past year, **Hybrid inference / automatic routing** has become one of the hottest topics in the large model industry. @@ -38,7 +38,7 @@ Meanwhile, other companies are rapidly following suit: In summary: The industry is entering a new era where **"not a single token should be wasted"**. -## **Recent Research: vLLM Semantic Router** +## Recent Research: vLLM Semantic Router Amid the industry's push for "Hybrid inference," we focus on the **open-source inference engine vLLM**. @@ -70,7 +70,7 @@ Experimental data shows: Especially in knowledge-intensive areas like business and economics, accuracy improvements even exceed **20%**. -## **Background of the vLLM Semantic Router Project** +## Background of the vLLM Semantic Router Project The Semantic Router is not the isolated outcome of a single paper, but rather the result of collaboration and sustained efforts within the open-source community: @@ -90,7 +90,7 @@ Thus, the vLLM Semantic Router is not just a research achievement but an **impor You can start exploring and experience it by visiting the GitHub repository: [https://github.com/vllm-project/semantic-router](https://github.com/vllm-project/semantic-router). -## **Future Trends: Cost-Effective, Just-in-Time Inference** +## Future Trends: Cost-Effective, Just-in-Time Inference The large model industry has shifted from "Can we perform inference?" to "**When to perform inference and how to perform it?**" @@ -106,7 +106,7 @@ The future competitive focus will no longer be about "whose model is the largest Thus, the next frontier will be: **Intelligent self-adjusting inference mechanisms**. No need for explicit user switches or hardcoding; instead, the model/system can autonomously decide when to "think deeply" or provide a quick answer. -## **Summary in One Sentence** +## Summary in One Sentence * **GPT-5**: Uses routing for business, driving widespread intelligence. * **vLLM Semantic Router**: Uses semantic routing for efficiency, driving green AI.