diff --git a/docs/source/guides/llm_router.rst b/docs/source/guides/llm_router.rst index c8536b6c..8f326718 100644 --- a/docs/source/guides/llm_router.rst +++ b/docs/source/guides/llm_router.rst @@ -11,8 +11,8 @@ For **preference-based routing**, instead of predicting raw model quality, it ro Arch Router ----------- - is a powerful feature in Arch that allows your application to dynamically change the response LLM based on user prompts. -Arch-Router matches user prompts to high-level task categories specified by developers (e.g., FAQ answer, creative writing, code generation), and routes each query to the corresponding model or pipeline. +Arch Router is a powerful feature in Arch that allows your application to dynamically change the response LLM based on user prompts. +Arch Router matches user prompts to high-level task categories specified by developers (e.g., FAQ answer, creative writing, code generation), and routes each query to the corresponding model or pipeline. This developer-first approach makes routing decisions more transparent and adaptable, reflecting the practical definitions of quality that matter in production environments. @@ -32,7 +32,7 @@ Arch-Router-1.5B The `Arch-Router-1.5B `_ is a routing architecture that aligns model selection with developer-defined task descriptors. In summary, the Arch-Router collection demonstrates: -- **State-of-the-art performance** in preference routing - model performs equal or better than all close-source model in routing task (white paper incoming soon) +- **State-of-the-art performance** in preference routing - model performs equal or better than all closed-source models in routing tasks (white paper incoming soon) - **High generalization**, the model is able to understand vast domains, even in ambiguous or subjective routes like complex and simple. - Optimized **low-latency, high-throughput performance**, making it suitable for real-time, production environments.