In a Training Loop 🔄

David Belton PRO

DavidAU

AI & ML interests

Application(s) of single/multiple LLMs in specialized use cases & automation tasks. LLM, Prompt , System Role and Parameter engineering VIA chat / API. 2700+ merge models, over 600 fine tunes, over 1000 models published. DISCORD: David_AU [drawless111]

Recent Activity

posted an update about 4 hours ago

Uncensored, Heretic, Qwen 3.6 27B GGUFs - Exceeds all quant metrics and core model metrics too. Tuned 27B Heretic Uncensored quants from IQ2M to Q8. IQ2M is 83% of BF16, with Q6 just under 98% of BF16 precision. Q8: 98.47% of BF16 precision. NEO/Code DI-Imatrix Quants. Exceeds all 5 metrics for "censored" quants too. All metrics posted. Tuned model -from which the quants were built- also exceeds Qwen 3.6 27B core metrics too. https://huggingface.co/DavidAU/Qwen3.6-27B-Heretic-Uncensored-FINETUNE-NEO-CODE-Di-IMatrix-MAX-GGUF

updated a model about 5 hours ago

DavidAU/Qwen3.6-27B-NEO-CODE-Di-IMatrix-MAX-GGUF

updated a model about 5 hours ago

DavidAU/Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking

View all activity

Organizations

Posts 14

Post

Uncensored, Heretic, Qwen 3.6 27B GGUFs - Exceeds all quant metrics and core model metrics too.

Tuned 27B Heretic Uncensored quants from IQ2M to Q8.
IQ2M is 83% of BF16, with Q6 just under 98% of BF16 precision.
Q8: 98.47% of BF16 precision.
NEO/Code DI-Imatrix Quants.

Exceeds all 5 metrics for "censored" quants too.

All metrics posted.

Tuned model -from which the quants were built- also exceeds Qwen 3.6 27B core metrics too.

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

Post

2274

Qwen3.6 27B - NEO-Code Imatrix Max GGUF Quants [exceeds Unsloth in key metrics]:

All quants benchmarked with 5 key metrics.
A DAVIDAU vs UNSLOTH Metrics showdown.
Quant quality exceeds Unsloth in key metrics.
IQ2_M to Q6 available.
Standout: IQ4XS at 94% of BF16 precision.
Full explainer for Quant metrics.

DavidAU/Qwen3.6-27B-NEO-CODE-Di-IMatrix-MAX-GGUF

View all Posts

Collections 38

View 38 collections

spaces 1

GGUF Model VRAM Calculator

📈

Calculate VRAM requirements for LLM models

models 394

datasets 0

None public yet

David Belton PRO

AI & ML interests

Recent Activity

Organizations

Posts 14

Collections 38

DavidAU/Mistral-MOE-4X7B-Dark-MultiVerse-Uncensored-Enhanced32-24B-gguf

DavidAU/L3-DARKEST-PLANET-16.5B-GGUF

DavidAU/MN-DARKEST-UNIVERSE-29B-GGUF

DavidAU/Llama-3.2-4X3B-MOE-Hell-California-Uncensored-10B-GGUF

DavidAU/Llama-3.2-8X3B-MOE-Dark-Champion-Instruct-uncensored-abliterated-18.4B-GGUF

DavidAU/Gemma-The-Writer-N-Restless-Quill-10B-Uncensored-GGUF

DavidAU/Llama-3.2-8X4B-MOE-V2-Dark-Champion-Instruct-uncensored-abliterated-21B-GGUF

DavidAU/L3-Stheno-Maid-Blackroot-Grand-HORROR-16B-GGUF

DavidAU/Mistral-MOE-4X7B-Dark-MultiVerse-Uncensored-Enhanced32-24B-gguf

DavidAU/L3-DARKEST-PLANET-16.5B-GGUF

DavidAU/MN-DARKEST-UNIVERSE-29B-GGUF

DavidAU/Llama-3.2-4X3B-MOE-Hell-California-Uncensored-10B-GGUF

DavidAU/Llama-3.2-8X3B-MOE-Dark-Champion-Instruct-uncensored-abliterated-18.4B-GGUF

DavidAU/Gemma-The-Writer-N-Restless-Quill-10B-Uncensored-GGUF

DavidAU/Llama-3.2-8X4B-MOE-V2-Dark-Champion-Instruct-uncensored-abliterated-21B-GGUF

DavidAU/L3-Stheno-Maid-Blackroot-Grand-HORROR-16B-GGUF

spaces 1

GGUF Model VRAM Calculator

models 394

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

DavidAU/Qwen3.6-27B-NEO-CODE-Di-IMatrix-MAX-GGUF

DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking

DavidAU/Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking

DavidAU/Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking

DavidAU/Qwen3.6-40B-Finetune-Z1-Thinking

DavidAU/gemma-4-19B-A4B-it-INSTRUCT-Heretic-Uncensored

DavidAU/Qwen3.6-27B-The-Deckard-IQ-Ultra-Heretic-Uncensored

DavidAU/L3-DARKEST-PLANET-16.5B-GGUF

DavidAU/L3-Stheno-Maid-Blackroot-Grand-HORROR-16B-GGUF

datasets 0

David Belton PRO

AI & ML interests

Recent Activity

Organizations

Posts 14

Collections 38

spaces 1

GGUF Model VRAM Calculator

models 394 Sort: Recently updated

datasets 0

models 394