Model ID
XiaomiMiMo/MiMo-V2.6-Flash-RL
Capabilities
MiMo V2.6 Flash
MiMo V2.6 Flash is a native omnimodal Mixture-of-Experts model designed for coding agents, computer use, cybersecurity, and long-horizon tasks across text, image, video, and audio. It features 309B total parameters with 15B activated, using a 48-layer architecture with 4,096 hidden size, 64 attention heads, and 8 KV heads. The architecture interleaves 39 Sliding Window Attention layers with 9 Global Attention layers, using 256 routed experts with 8 activated per token. Supporting a 1M-token context, it integrates vision and audio encoders with Multi-Token Prediction for efficient agentic inference.
About this model
MiMo V2.6 Flash is a native omnimodal Mixture-of-Experts model designed for coding agents, computer use, cybersecurity, and long-horizon tasks across text, image, video, and audio. It features 309B total parameters with 15B activated, using a 48-layer architecture with 4,096 hidden size, 64 attention heads, and 8 KV heads. The architecture interleaves 39 Sliding Window Attention layers with 9 Global Attention layers, using 256 routed experts with 8 activated per token. Supporting a 1M-token context, it integrates vision and audio encoders with Multi-Token Prediction for efficient agentic inference.
Model specifications and capabilities are published by the model author and reproduced here from Paper (XiaomiMiMo/MiMo-V2.6-Flash-RL). Released under MIT. Further reading: Blog · HF Model Card
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
Requires vllm/vllm-openai:mimo-v26 or any standard vLLM image v0.30.0+ to support this model configuration.
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