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The ‘Q4_K_M’ Illusion: Why KL Divergence and Perplexity Are Your Only Friends in the GGUF Wild West
benchmarking
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The ‘Q4_K_M’ Illusion: Why KL Divergence and Perplexity Are Your Only Friends in the GGUF Wild West

A data-driven approach to evaluating quantized LLMs reveals that not all Q4_K_M files are created equal. KL Divergence and Perplexity metrics expose the hidden variance in quantization quality, helping you avoid the ‘vibes-based’ selection trap.

#benchmarking#gguf#kl-divergence...
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