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StreamLake KwaiKAT•July 23, 2026
KAT-Coder
Open Source
agentic-coding
mixture-of-experts
multimodal
coding-assistant
### TL;DR
KAT-Coder-V2.5-Dev is an advanced multimodal Mixture of Experts (MoE) model specialized in agentic coding and complex problem-solving. It supports image-text-to-text tasks and is designed to excel in both English and Chinese programming environments.
Key Insights & Metrics
Pricing
Free to download and use
Cost structure
Version
2.5-Dev
Current release version
Hardware
Requires significant VRAM for inference (approx. 69GB total model file size), supports device mapping for multi-GPU distribution.
Compute requirements
Category
Open Source
Licensing model
Region
China
Primary region
Key Features
- Multimodal image-text-to-text processing capabilities
- Mixture of Experts (MoE) architecture for efficient inference
- Specialized for agentic coding and complex logic tasks
- Bilingual support for English and Chinese
- Native compatibility with Hugging Face Transformers and vLLM
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