tags: gguf, unsloth, fine tune, heretic, uncensored, abliterated, ara, MTP GGUF Quants, Regular GGUF Quants, qwen3_8, qwen3_6, qwen3_5, multi-stage tuned, thinking, reasoning, all use cases, coder, creative, creative writing, all genres, story, writing, fiction, roleplaying, bfloat16, multi-stage-tune, multi-state-merge, image-text-to-text, en, zh, dataset:DavidAU/Polar-STRICT-Datasets, dataset:DavidAU/F451-STRICT-Datasets, base_model:DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU, base_model:quantized:DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

tags: gguf, MTP GGUFS, Regular GGUFS, NEO Imatrix, fine tune, unsloth, heretic, uncensored, abliterated, multi-stage tuned., all use cases, thinking, reasoning, qwen3.5, coder, creative, writing, fiction, roleplaying, bfloat16, image-text-to-text, en, zh, base_model:DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP, base_model:quantized:DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

tags: gguf, 27 reasoning modes, 27 instruct modes, 15 AI Constructs, 5 Super AI Constructs, Brainstorm AI Construct, Brainstorm Business AI Construct, Universal Teacher AI Construct, Agent AI Construct, Coder AI Construct, Turbo-Brilliance, 9 Xhigh reasoning modes, NEO Imatrix, NEO Imatrix MAX, MTP Quants, GGUF GSQ-RCO, image-text-to-text, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi, base_model:Qwen/Qwen3.8-27B, base_model:quantized:Qwen/Qwen3.8-27B, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

tags: gguf, unsloth, fine tune, heretic, uncensored, abliterated, ara, MTP GGUF Quants, Regular GGUF Quants, qwen3_8, qwen3_6, qwen3_5, multi-stage tuned, thinking, reasoning, all use cases, coder, creative, creative writing, all genres, story, writing, fiction, roleplaying, bfloat16, multi-stage-tune, multi-state-merge, image-text-to-text, conversational, en, zh, dataset:DavidAU/Polar-STRICT-Datasets, dataset:DavidAU/F451-STRICT-Datasets, dataset:DavidAU/THE-DECKARD-Datasets, base_model:DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-L-Uncensored, base_model:quantized:DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-L-Uncensored, license:apache-2.0, endpoints_compatible, region:us, imatrix

tags: gguf, liquid, lfm2.5, edge, 12 reasoning modes, 12 instruct modes, Turbo-Brilliance, NEO Imatrix, Max Quants, text-generation, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi, arxiv:2511.23404, base_model:LiquidAI/LFM2.5-2.6B, base_model:quantized:LiquidAI/LFM2.5-2.6B, license:apache-2.0, endpoints_compatible, region:us, conversational

tags: gguf, unsloth, fine tune, heretic, uncensored, abliterated, ara, MTP GGUF Quants, Regular GGUF Quants, qwen3.6, multi-stage tuned, thinking, reasoning, all use cases, coder, creative, creative writing, all genres, story, writing, fiction, roleplaying, bfloat16, multi-stage-tune, multi-state-merge, image-text-to-text, en, zh, dataset:DavidAU/Polar-STRICT-Datasets, dataset:DavidAU/F451-STRICT-Datasets, base_model:DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP, base_model:quantized:DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

tags: transformers, safetensors, qwen3_5, image-text-to-text, heretic, qwen3_8, qwen3_6, uncensored, finetune, Cold Fusion, GAIN Training, Multi-stage tuning, all use cases, unsloth, conversational, en, dataset:DavidAU/Polar-STRICT-Datasets, dataset:DavidAU/F451-STRICT-Datasets, dataset:DavidAU/THE-DECKARD-Datasets, base_model:DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU, base_model:finetune:DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU, license:apache-2.0, endpoints_compatible, region:us

tags: gguf, 27 reasoning modes, 27 instruct modes, 15 AI Constructs, 5 Super AI Constructs, Brainstorm AI Construct, Brainstorm Business AI Construct, Universal Teacher AI Construct, Agent AI Construct, Coder AI Construct, Turbo-Brilliance, 9 Xhigh reasoning modes, gsq, rco, quantization, mixed-precision, ist-daslab, moe, multimodal, vision, abliterated, uncensored, image-text-to-text, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi, base_model:SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF, base_model:quantized:SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

tags: transformers, safetensors, qwen3_5, image-text-to-text, heretic, qwen3_8, qwen3_6, uncensored, finetune, Cold Fusion, GAIN Training, Multi-stage tuning, all use cases, unsloth, 27 reasoning modes, 27 instruct modes, 15 AI Constructs, 5 Super AI Constructs, Brainstorm AI Construct, Brainstorm Business AI Construct, Universal Teacher AI Construct, Agent AI Construct, Coder AI Construct, Turbo-Brilliance, 9 Xhigh reasoning modes, fine tune, multi-stage tuned, thinking, reasoning, coder, creative, creative writing, all genres, story, writing, fiction, roleplaying, bfloat16, conversational, en, dataset:DavidAU/Polar-STRICT-Datasets, dataset:DavidAU/F451-STRICT-Datasets, base_model:Qwen/Qwen3.8-27B, base_model:finetune:Qwen/Qwen3.8-27B, license:apache-2.0, endpoints_compatible, region:us

tags: gguf, heretic, uncensored, abliterated, unsloth, finetune, not-for-all-audiences, all use cases, coder, creative, creative writing, fiction writing, plot generation, sub-plot generation, story generation, scene continue, storytelling, fiction story, science fiction, romance, all genres, story, writing, vivid prosing, vivid writing, fiction, roleplaying, bfloat16, image-text-to-text, conversational, base_model:DavidAU/gemma-4-31B-it-Mystery-Fine-Tune-HERETIC-UNCENSORED-Thinking, base_model:quantized:DavidAU/gemma-4-31B-it-Mystery-Fine-Tune-HERETIC-UNCENSORED-Thinking, license:apache-2.0, endpoints_compatible, region:us

tags: gguf, liquid, lfm2.5, edge, moe, 27 reasoning modes, 15 AI Constructs, 5 Super AI Constructs, Brainstorm AI Construct, Brainstorm Business AI Construct, Universal Teacher AI Construct, Agent AI Construct, Coder AI Construct, Turbo-Brilliance, NEO Imatrix, NEO Imatrix MAX, finetune, text-generation, en, ar, zh, fr, de, ja, ko, es, pt, it, vi, th, id, hi, ru, pl, arxiv:2511.23404, base_model:LiquidAI/LFM2.5-24B-A2B, base_model:quantized:LiquidAI/LFM2.5-24B-A2B, license:other, endpoints_compatible, region:us, imatrix, conversational

tags: gguf, liquid, lfm2.5, mixture of experts, MOE, sparse moe, 32 experts, 4 active experts, edge, 12 reasoning modes, Turbo-Brilliance, NEO Imatrix, Max Quants, text-generation, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi, arxiv:2511.23404, arxiv:2607.15232, base_model:LiquidAI/LFM2.5-8B-A1B, base_model:quantized:LiquidAI/LFM2.5-8B-A1B, license:apache-2.0, endpoints_compatible, region:us, conversational

tags: transformers, safetensors, qwen3_5, image-text-to-text, heretic, qwen3_8, qwen3_6, uncensored, finetune, Cold Fusion, GAIN Training, Multi-stage tuning, all use cases, unsloth, conversational, en, base_model:Qwen/Qwen3.8-27B, base_model:finetune:Qwen/Qwen3.8-27B, license:apache-2.0, endpoints_compatible, region:us

tags: gguf, unsloth, fine tune, heretic, uncensored, abliterated, multi-stage tuned., all use cases, coder, creative, creative writing, fiction writing, plot generation, sub-plot generation, story generation, scene continue, storytelling, fiction story, science fiction, romance, all genres, story, writing, vivid prosing, vivid writing, fiction, roleplaying, bfloat16, imatrix, neo imatrix, di-matrix, image-text-to-text, en, zh, dataset:TeichAI/claude-4.5-opus-high-reasoning-250x, dataset:DavidAU/PkDick-Deckard-5-Datasets, base_model:DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking, base_model:quantized:DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking, license:apache-2.0, endpoints_compatible, region:us, conversational

tags: gguf, 27 reasoning modes, 27 instruct modes, 15 AI Constructs, 5 Super AI Constructs, Brainstorm AI Construct, Brainstorm Business AI Construct, Universal Teacher AI Construct, Agent AI Construct, Coder AI Construct, Turbo-Brilliance, 9 Xhigh reasoning modes, NEO Imatrix, NEO Imatrix MAX, MTP Quants, unsloth, fine tune, qwen3_8, qwen3_6, qwen3_5, multi-stage tuned, thinking, reasoning, all use cases, coder, creative, creative writing, all genres, story, writing, fiction, roleplaying, bfloat16, multi-stage-tune, multi-state-merge, image-text-to-text, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi, dataset:DavidAU/Polar-STRICT-Datasets, dataset:DavidAU/F451-STRICT-Datasets, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

tags: gguf, unsloth, fine tune, heretic, uncensored, abliterated, ara, MTP GGUF Quants, Regular GGUF Quants, qwen3_8, qwen3_6, qwen3_5, multi-stage tuned, thinking, reasoning, all use cases, coder, creative, creative writing, all genres, story, writing, fiction, roleplaying, bfloat16, multi-stage-tune, multi-state-merge, image-text-to-text, en, zh, dataset:DavidAU/Polar-STRICT-Datasets, dataset:DavidAU/F451-STRICT-Datasets, dataset:DavidAU/THE-DECKARD-Datasets, base_model:DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-ULTRA-HERETIC-Uncensored, base_model:quantized:DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-ULTRA-HERETIC-Uncensored, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

tags: gguf, 27 reasoning modes, 27 instruct modes, 15 AI Constructs, 5 Super AI Constructs, Brainstorm AI Construct, Brainstorm Business AI Construct, Universal Teacher AI Construct, Agent AI Construct, Coder AI Construct, Turbo-Brilliance, 9 Xhigh reasoning modes, gsq, rco, quantization, mixed-precision, ist-daslab, moe, multimodal, vision, image-text-to-text, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi, base_model:ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF, base_model:quantized:ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

tags: transformers, sponsor, buy me a coffee, projects, help, support, contact, partners, ggufs, moes, mixture of experts, source, custom, models by sort, FAQs, help docs, SOTA models, about us, Turbo Brilliance Systems, NEO Imatrix, source code, Brainstorm Adapter, Cold Fusion Training, Model merging, model tuning, unsloth, mergekit, llamacpp, any-to-any, en, license:apache-2.0, endpoints_compatible, region:us

tags: transformers, safetensors, qwen3_5, image-text-to-text, looping-transformer, experimental, qwen3_8, abliterated, ara, heretic, uncensored, conversational, en, base_model:Qwen/Qwen3.8-27B, base_model:finetune:Qwen/Qwen3.8-27B, license:apache-2.0, endpoints_compatible, region:us

tags: transformers, safetensors, qwen3_5, image-text-to-text, heretic, qwen3_8, qwen3_6, uncensored, abliterated, finetune, Cold Fusion, GAIN Training, Multi-stage tuning, all use cases, unsloth, 27 reasoning modes, 27 instruct modes, 15 AI Constructs, 5 Super AI Constructs, Brainstorm AI Construct, Brainstorm Business AI Construct, Universal Teacher AI Construct, Agent AI Construct, Coder AI Construct, Turbo-Brilliance, 9 Xhigh reasoning modes, fine tune, multi-stage tuned, thinking, reasoning, coder, creative, creative writing, all genres, story, writing, fiction, roleplaying, bfloat16, conversational, en, dataset:DavidAU/Polar-STRICT-Datasets, dataset:DavidAU/F451-STRICT-Datasets, base_model:Qwen/Qwen3.8-27B, base_model:finetune:Qwen/Qwen3.8-27B, license:apache-2.0, endpoints_compatible, region:us