SuanNi
Apr 3, 2026 · Artificial Intelligence
How GEMS Lets a 6B Open‑Source Model Beat Top Closed‑Source Image Generators
The article presents the GEMS (Agent‑Native Multimodal Generation with Memory and Skills) framework, detailing its multi‑agent loop, hierarchical memory compression, on‑demand skill modules, and extensive benchmark results that show a lightweight 6B model surpassing larger proprietary systems on complex image‑generation tasks.
GEMSImage GenerationSkill Library
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