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. 500+ LLMs graded.

Recent Activity

posted an update about 20 hours ago

Going for the GOLD: Qwen 3.5 40B Claude 4.5 Opus Drastically larger, with performance to match. Upgraded Jinja template too. https://huggingface.co/DavidAU/Qwen3.5-40B-Claude-4.5-Opus-High-Reasoning-Thinking

new activity about 20 hours ago

mradermacher/model_requests:New, Bigger, And "Badder" : Qwen3.5-40B-Claude-4.5-Opus-High-Reasoning-Thinking

updated a model about 20 hours ago

DavidAU/Qwen3.5-13B-GLM-4.7-Flash-DeepSeek-Polaris-Grande-Deep-Thinking

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374

Going for the GOLD: Qwen 3.5 40B Claude 4.5 Opus

Drastically larger, with performance to match.
Upgraded Jinja template too.

DavidAU/Qwen3.5-40B-Claude-4.5-Opus-High-Reasoning-Thinking

Post

3906

21 Qwen 3.5 Fine Tunes (thinking and instruct) ; reg and uncensored (2B to 27B) exceed benchmarks, and work better than org models.

All are bench marked against org model.
Many exceed all benchmarks of org model.
Claude, GLM, Gemini and other distills.
Thinking AND dedicated Instruct versions.

Core goal: Increase benchmarks, and address long thinking blocks.

Highlights:

9B and 27B instruct "Claude" versions hit 624 and 675 on the "ARC-C" (hard challenge).

Thinking fine tunes exceed org model performance (in thinking mode).

In many cases there is a drastic reduction in thinking block size.

9B Claude Heretic Uncensored, GGUF :
-Neo, Code Imatrix (duel imatrix)
- Updated Jinja template
- Custom tensor enhancements.

DavidAU/Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-MAX-NEOCODE-Imatrix-GGUF

COLLECTION [21 models]:
https://huggingface.co/collections/DavidAU/qwen-35-08-2-4-9-27-35b-regular-uncensored

UPDATE:
Now 31 models, including experimental 21B and new 13B models.

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GGUF Model VRAM Calculator

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Calculate VRAM requirements for LLM models

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David Belton PRO

AI & ML interests

Recent Activity

Organizations

Posts 9

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 400

DavidAU/Qwen3.5-40B-Claude-4.5-Opus-High-Reasoning-Thinking

DavidAU/Qwen3.5-13B-GLM-4.7-Flash-DeepSeek-Polaris-Grande-Deep-Thinking

DavidAU/Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-THINKING

DavidAU/Qwen3.5-9B-Polaris-HighIQ-THINKING

DavidAU/Qwen3.5-9B-Polaris-HighIQ-INSTRUCT

DavidAU/Qwen3.5-9B-Claude-4.6-OS-INSTRUCT

DavidAU/Qwen3.5-13B-Strict-Instruct

DavidAU/Qwen3.5-13B-GLM-4.7-Flash-Grande-Deep-Thinking

DavidAU/Qwen3.5-9B-DeepSeek-3.2-Intense-Auto-Variable-Thinking

DavidAU/Qwen3.5-4B-Gemini-Pro-HighIQ-THINKING

datasets 0

David Belton PRO

AI & ML interests

Recent Activity

Organizations

Posts 9

Collections 38

spaces 1

GGUF Model VRAM Calculator

models 400 Sort: Recently updated

datasets 0

models 400