Gemma 4 12B Heretic Abliterated iMatrix GGUF (Complete Suite) This repository hosts a complete, professional grade suite of iMatrix (Importance Matrix) GGUF quantizations of culturerevolt/gemma 4 12b heretic abliterated . The base model is an abliterated, fully decensored variant of Google's gemma 4 12b it architecture, stripped of categorical refusal strings via norm preserving directional ablation. This comprehensive GGUF suite is calibrated to preserve maximum linguistic entropy, narrative depth for creative fiction, and strict syntax parsing for agentic tools across multiple hardware profiles. 📊 Quick Reference: Which Quant Should You Download? All models (except the standard Q8 0 baseline) utilize a custom calculated importance matrix to prevent the loss of reasoning performance that standard static quants suffer from. Use this table to match the model files to your available hardware footprint: File Name Quant Type Sizing / VRAM Target Best Use Case : : : : gemma 4 12b heretic Q8 0.gguf Q8 0 24GB VRAM (RTX 3090 / 4090 / Mac Studio) The Master Reference. Runs at a near lossless INT8 resolution. Best suited for high end setups where maximum possible precision is required. gemm…
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