Model ID
Qwen/Qwen3.5-35B-A3B
Capabilities
Qwen3.5 35B A3B
Qwen3.5 35B A3B is a multimodal Mixture-of-Experts (MoE) large language model designed for efficient long-context reasoning, multimodal understanding, and scalable deployment. The model contains 35B total parameters with ~3B active parameters, activating 8 routed experts plus 1 shared expert from 256 experts per token. It features a 40-layer hybrid architecture combining Gated DeltaNet and full attention layers, with 16 attention heads and a 2,048 hidden size. The model supports a 262K token context window, extendable to ~1M, and integrates a 27-layer vision encoder for unified multimodal processing.
About this model
Qwen3.5 35B A3B is a multimodal Mixture-of-Experts (MoE) large language model designed for efficient long-context reasoning, multimodal understanding, and scalable deployment. The model contains 35B total parameters with ~3B active parameters, activating 8 routed experts plus 1 shared expert from 256 experts per token. It features a 40-layer hybrid architecture combining Gated DeltaNet and full attention layers, with 16 attention heads and a 2,048 hidden size. The model supports a 262K token context window, extendable to ~1M, and integrates a 27-layer vision encoder for unified multimodal processing.
Model specifications and capabilities are published by the model author and reproduced here from HF Model Card (Qwen/Qwen3.5-35B-A3B). Released under Apache 2.0. Further reading: Blog
Deploy Private Inference Endpoint
Choose your hardware and inference engine to get deployment commands and performance benchmarks tailored to your infrastructure
Hardware
MI325X
2,048 GB
B200
1,440 GB
Engine
vLLM
SGLang
Llama.cpp
Deployment code
Access Restricted
Enter your email to get access to this content
Performance under load
Tokens/s (total)
Benchmarks measured by Vultr on MI325X · vLLM. Throughput and latency vary with concurrency, input length and engine configuration, so treat these as a comparison baseline, not a service guarantee.
AMD Instinct MI325X
Unlock Next-Generation AI Power on Vultr Cloud GPU