June 2026 open-weight roundup: Gemma 4 12B, MiniMax M3, Nemotron 3 Ultra, Kimi K2.7 Code
June 2026 brought four major open-weight model launches at very different scales. Gemma 4 12B runs on a 16 GB laptop. MiniMax M3, Nemotron 3 Ultra, and Kimi K2.7 Code need multi-GPU or datacenter hardware. Here is each one, who it is for, and the primary-source benchmarks.
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