[X]score: 0.35

Local Model Picks by VRAM Tier: LFM2, Gemma 12B, Qwen3 Variants

June 9, 2026

Curated weekly model recommendations by VRAM tier: LiquidAI LFM2 for 8–12GB, Gemma 12B for 16–32GB, Nex-N2-Pro (Qwen-3.5-397B post-train) claiming top DeepSWE scores for 384GB, and Step-3.7-Flash for 192GB with vision support and later knowledge cutoff.

HOW THIS AFFECTS YOU

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builderActionable model selection guide for local inference — pick by VRAM budget, with specific HuggingFace links and benchmark context.

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researcherNex-N2-Pro's claimed DeepSWE #1 and Jackrong's Qwopus topping a 1200-sample agent+coding benchmark suite are worth verifying against your own evals.

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