Gemma 4 26B-A4B GGUF Benchmarks
r/LocalLLaMA
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Open Source AI
AI Research
Hey r/LocalLLaMA we conducted KL Divergence benchmarks for Gemma 4 26B-A4B GGUFs across providers to help you pick the best quant. Mean KL Divergence puts nearly all Unsloth GGUFs on the Pareto frontier KLD shows how well a quantized model matches the original BF16 output distribution, indicating retained accuracy. This makes Unsloth the top-performing in 21 of 22 sizes. Similar trend for 99.9% KLD and others. We also updated our Q6_K quants to be dynamic.