Expired80% confidenceFactExact time
Open-source large model families such as Qwen, Mixtral, and DeepSeek all adopt MoE designs.
4
Sources
80%
Confidence
Medium-term (~90 days)
Relevance
7/24/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 10/22/2026(expired)
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% similarUnverifiedThe Qwen2.5 series (including Math variants) and DeepSeek both provide comprehensive tool-calling support and support local deployment.76% similarUnverifiedDeepSeek officially provides multiple distilled versions based on the Qwen and Llama architectures, with parameter counts ranging from 1.5B to 70B.74% 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
Cite This Claim
Stable URI
https://kongchang.com/claim/608390API
curl https://kongchang.com/api/v1/knowledge/claims/608390MCP
get_claim(id=608390)