Model ID
Qwen/Qwen3-30B-A3B-Instruct-2507
Capabilities
Qwen3 30B A3B Instruct 2507
The Qwen3 30B A3B Instruct 2507 is an instruction-aligned Mixture-of-Experts (MoE) Causal Language Model built on a 48-layer transformer architecture with 29.9B non-embedding parameters, designed for efficient large-scale generation under sparse activation. It activates approximately 3.3B parameters per forward pass from a total parameter count of 30.5B, enabling efficient inference while retaining strong general-purpose performance. With native support for a 262,144-token context window, it is well-suited for long-document processing, extended conversational contexts, and large-context instruction workloads.
About this model
The Qwen3 30B A3B Instruct 2507 is an instruction-aligned Mixture-of-Experts (MoE) Causal Language Model built on a 48-layer transformer architecture with 29.9B non-embedding parameters, designed for efficient large-scale generation under sparse activation. It activates approximately 3.3B parameters per forward pass from a total parameter count of 30.5B, enabling efficient inference while retaining strong general-purpose performance. With native support for a 262,144-token context window, it is well-suited for long-document processing, extended conversational contexts, and large-context instruction workloads.
Model specifications and capabilities are published by the model author and reproduced here from HF Model Card (Qwen/Qwen3-30B-A3B-Instruct-2507). Released under Apache 2.0. Further reading: Paper · Blog
Deploy Private Inference Endpoint
Choose your hardware and inference engine to get deployment commands and performance benchmarks tailored to your infrastructure
Hardware
B200
1,440 GB
Engine
vLLM
SGLang
Deployment code
Access Restricted
Enter your email to get access to this content
Performance under load
Tokens/s (total)
Benchmarks measured by Vultr on B200 · vLLM. Throughput and latency vary with concurrency, input length and engine configuration, so treat these as a comparison baseline, not a service guarantee.
NVIDIA HGX B200
Unlock Next-Generation AI Power on Vultr Cloud GPU