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README.md

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 license: mit
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+# Disclaimer
+
+With recent changes, the runtime of a quantization operation has gone through the roof, but models quantized this way benefit from a massive increase in model coherency.
+
+I am not going to revert these changes, but will attempt to streamline this further.
+
+To use this properly you must dump a .hxh file and enable --hessian and --analog-imatrix, otherwise it will fall back to the typical RMSE path which is still vastly superior to everything else. 
+
+It is worth the cost of using --hessian and --analog-imatrix, though.
+
+
 # HPC-Quantize
 
 ### Holographic Phase Contraction for Ultra-Low-Bit LLM Quantization