Verified75% confidenceFactExact time
Open-source large model families such as Qwen, Mixtral, and DeepSeek all adopt MoE designs.
3
Sources
75%
Confidence
Medium-term (~90 days)
Relevance
7/24/2026
First Seen
Valid until: 10/22/2026
Sources
jlens-gguf: Bringing Jacobian Lens Visualization and Steering to llama.cpp Local LLMs
redditr/LocalLLaMA7/12/2026
Related Claims
Unverified千问（Qwen）和DeepSeek都提供了基于MOE架构的版本81% similarUnverifiedQwen2.5系列（含Math变体）和DeepSeek均提供完善的工具调用支持，支持本地部署76% similarUnverifiedDeepSeek官方提供了基于Qwen和Llama架构的多个蒸馏版本，参数量从1.5B至70B74% similarUnverifiedAlibaba Lingma supports Qwen and DeepSeek series models and entered the market relatively late.73% similarUnverifiedQwen由阿里巴巴达摩院开发，DeepSeek是深度求索公司的产品71% similar
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