Qwen3.6 27B Heretic Uncensored FINETUNE NEO CODE Di IMatrix MAX GGUF

--- language: - en - zh license: apache-2.0 tags: - unsloth - heretic - uncensored - abliterated - fine tune - creative - creative writing - fiction writing - plot generation - sub-plot generation - fiction writing - story generation - scene continue - storytelling - fiction story - science fiction - romance - all genres - story - writing - vivid prosing - vivid writing - fiction - roleplaying - bfloat16 - all use cases pipeline_tag: image-text-to-text base_model: - DavidAU/Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking --- <small><font color="red">Ultimate:</font> Exceeds Qwen 3.6 27B performance, uncensored and NEO-Di-Matrix quants to bring all that power in quant form. Q4/IQ4s clock in at 94% of full precision (BF16), with Q6 at just under 98%. Even IQ2_M : 83% of BF16. 5 Metrics per quant, plus benchmarks.</small> <h2>Qwen3.6-27B-Heretic-Uncensored-FINETUNE-NEO-CODE-Di-IMatrix-MAX-GGUF</h2> <img src="qwen-vl.gif" style="float:right; width:300px; height:300px; padding:10px;"> Team Qwen exceeded all expectations with this new Qwen 3.6 27B model [even exceeding their own 398B model] AND GEMMA 4s too, so here are the balanced and precision quants to match. And 256k context too. Check out Team Qwen's 3.6 27B detailed stats below. And now : Freedom (uncensored), a stronger model (than Qwen 3.6 27B) via tuning by Unsloth on a custom dataset, and ultimate GGUF quant performance as well using NEO/Code Di-Matrix. <B>DETAILS:</B> - Heretic'ed and de-censored: The "nanny" was "evicted" from Qwen 3.6 27B. - Finetune via Unsloth post Heretic'ing, and now this model exceeds root Qwen 3.6 27B (censored) model performance. - NEO/NEO Code Di-matrix GGUF performance; with Q4ks clocking in at 94% of BF16/Full precision performance. <B>Pure FREEDOM (Heretic stats):</B> ``` Metric This model Original model (Qwen/Qwen3.6-27B) KL divergence 0.0469 0 (by definition) Refusals 4/100 99/100 ``` KLD: Less than .3 is great, lower than this is excellent. This is a measurement of how much the "heretic" version differs from "original model". <B>STRONGER then Qwen 3.6 27B:</B> Low level fine tune (post Heretic'ing) to boost the model's core power just a wee bit, don't want to mess with the "Qwen magic": ``` IN HOUSE BENCHMARKS [by Nightmedia]: arc-c arc/e boolq hswag obkqa piqa wino Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking mxfp8 0.673,0.846,0.905... [instr...

Source context: 78 downloads · 0 likes · Pipeline image-text-to-text · Repo abobeba/Qwen3.6-27B-Heretic-Uncensored-FINETUNE-NEO-CODE-Di-IMatrix-MAX-GGUF