A Model That Actually Runs Is the Best Model
OneFanFare · reddit · 2026-07-15
The author emphasizes that "the best model is the one you can actually run."
With limited GPU resources, they can't run massive models locally. However, they are currently using gemma-4-12b-it-qat-GGUF:UD-Q4KXL as a personal chat assistant and are highly satisfied, exclaiming that they can "finally talk to my computer."
The core of this post isn't about benchmark scores, but rather a classic local deployment perspective: open-source, quantifiable, low-resource models that actually run are often more practically valuable than "theoretically the most powerful" massive models.
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