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  <h3>Maximizing Model Performance for All Quants Types And Full-Precision using Samplers, Advance Samplers and Parameters Guide</h3>
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  (Updated: "INDEX", and added "Generation Steering" section ; notes on Roleplay/Simulation added, Screenshots of parameters/samplers added in quick reference section.)
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  This document includes detailed information, references, and notes for general parameters, samplers and
 
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  <h3>Maximizing Model Performance for All Quants Types And Full-Precision using Samplers, Advance Samplers and Parameters Guide</h3>
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+ <B><font color=red>NEW: AI Autocorrect, Auto Creative Enhancement and Low Quant Optimization Software:</font></b>
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+ Run all my models - especially class 2, 3, and 4 (as well as new class 5s) without any issues. Also enhances
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+ the operation of ALL models - all GGUFs, EXL2s, full source and any compressioned model type:
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+ https://huggingface.co/DavidAU/AI_Autocorrect__Auto-Creative-Enhancement__Auto-Low-Quant-Optimization__gguf-exl2-hqq-SOFTWARE
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+ ---
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  (Updated: "INDEX", and added "Generation Steering" section ; notes on Roleplay/Simulation added, Screenshots of parameters/samplers added in quick reference section.)
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  This document includes detailed information, references, and notes for general parameters, samplers and