--- license: apache-2.0 language: - en pipeline_tag: any-to-any library_name: transformers tags: - 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 ---

SUPPORT / HELP / SPONSOR / PROJECTS / PREMIUM / SORT Models (multi) / FAQs

To support our team, sponsor, "Buy Me A Coffee", commission project(s), access premium item(s)/model(s)/module(s), model modifications, GET HELP, see a sorted list of models (380+) and more please see below. We build precision models at scale for the community. We are user-funded, and use local hardware to create, tune and deploy models worldwide. We also create systems for fine tuning, and specialized model systems too as well as "augment" current model/AI technology. That includes: - Model fine tuning across a diverse arch type of models and sizes, including MOEs/sparse moes. (over 1000) - Model merging (and also fine tuning) (over 2700) - Model expansion/contraction (27B-> 40B ; 27B to 21B, 13B... and so on => both "dense" and "moe models") - Cold Fusion Training Technology for model fine tuning. - Brainstorm Universal model adapter to improve intelligence and creativity. - Turbo Brilliance => A universal model generation, IQ, and token reduction / enhancement technology. - NEO Imatrix dataset => Strongest Imatrix dataset ever built. Some models took hours to tune, whereas others took days to weeks including the countless hours of testing; especially for our SOTA models. If you would like to sponsor our work the "Buy Me a Coffee" system was just added as per multiple requests and the fact is we can do a lot more, we just need the equipment to do it: https://buymeacoffee.com/davidbelton Thank you in advance. ABOUT DavidAU: - As of this writing my repo (DavidAU) has over 4 million downloads per month. This does not account for "user setup repos" / mirrors of my teams models. - I have published over 2000 models over the past 3 years - Llama, Qwen, Mistral, LFM, OpenAI, GLM, Gemmas and many others. (see details below) - After surpassing 10,000 followers on Huggingface, it is now time to take things to the next level. - The journey is just getting underway... - PS: about "actual me"... see below. Our latest project(s) (MAJOR) is here (names subject to change): - https://huggingface.co/DavidAU/Qwen3.8-27B-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-GGUF - https://huggingface.co/DavidAU/Qwen3.8-27B-UltimateDetails2-stage1__The-Harley-Pelican - MOST RECENT MODELS: https://huggingface.co/DavidAU/models?sort=created Contact / About Me - David Belton: - I am a master software engineer with 45 years of experience (programming in machine code since age 11) and 30+ years of business experience. - I have been experimenting, merging and tuning models now for close to 4 years. - I don't worry about if it is impossible, I get it done. - REPO (380+ models): https://huggingface.co/DavidAU - COLLECTIONS (38): https://huggingface.co/DavidAU/collections - LinkedIN: https://www.linkedin.com/in/david-belton-5855b6370/ - Contact me on Discord (or VIA LinkedIN above): David_AU [drawless111] Main partner "in crime" is "nightmedia": - REPO: https://huggingface.co/nightmedia - COLLECTIONS: https://huggingface.co/nightmedia/collections - LinkedIN: https://www.linkedin.com/in/gchesler/ Here are some of the (380+ :: Number was 1500 at one point, but cut due to HGF storage limits) strongest models so far: NOTE: I generate source and GGUF quants, for many of my models, the community has generated additional quant types/variations like MLX, NVFP4, and so on... you will find these quants in the "community" tab at the repo and/or under "Quantizations" on the main repo page. BY SORT - GENERAL: - Most Likes: https://huggingface.co/DavidAU/models?sort=likes - Most Downloads: https://huggingface.co/DavidAU/models?sort=downloads - Least parameters: https://huggingface.co/DavidAU/models?sort=least_params - Most parameters: https://huggingface.co/DavidAU/models?sort=most_params - Trending on Hugging Face: https://huggingface.co/models?sort=trending&search=DavidAU - Trending on Hugging Face + Inference available (try it in your browser): https://huggingface.co/models?inference_provider=all&sort=trending&search=DavidAU ADVANCED SORT: Start with: - https://huggingface.co/models?sort=trending&search=DavidAU - then enter model / size / name etc separated (each) by a SPACE ; this is far stronger than the "repo" only search (single keyword) BY SORT - MOEs/Sparse MOES: - In house created, MOES: https://huggingface.co/DavidAU/models?search=moe - Sparse MOES (4b) IE Gemma and others: https://huggingface.co/DavidAU/models?search=-a4 - Sparse MOES (3b) IE Qwen: https://huggingface.co/DavidAU/models?search=-a3 - Sparse MOES (1b) IE LFM/smaller MOES: https://huggingface.co/DavidAU/models?search=-a1 By SORT - SIZE (there will be other sizes/oddball sizes too): - 1B : https://huggingface.co/DavidAU/models?search=1b - 3B : https://huggingface.co/DavidAU/models?search=3b - 8B : https://huggingface.co/DavidAU/models?search=8b - 9B : https://huggingface.co/DavidAU/models?search=9b - 12B : https://huggingface.co/DavidAU/models?search=12b - 13B : https://huggingface.co/DavidAU/models?search=13b - 24B : https://huggingface.co/DavidAU/models?search=24b - 27B : https://huggingface.co/DavidAU/models?search=27b - 40B : https://huggingface.co/DavidAU/models?search=40b BY SORT - MODEL: - QWENS: https://huggingface.co/DavidAU/models?sort=downloads&search=qwen - GEMMAS: https://huggingface.co/DavidAU/models?sort=downloads&search=gemma - LFMS: https://huggingface.co/DavidAU/models?sort=downloads&search=lfm - LLAMA: https://huggingface.co/DavidAU/models?sort=downloads&search=llama - LLAMA 3,3.1,3.2,3.3: https://huggingface.co/DavidAU/models?search=l3 - MISTRAL: https://huggingface.co/DavidAU/models?sort=downloads&search=mistral - GLM: https://huggingface.co/DavidAU/models?sort=downloads&search=glm - OPENAI/GPT-OSS: https://huggingface.co/DavidAU/models?sort=downloads&search=gpt - "Horror": https://huggingface.co/DavidAU/models?search=horror&sort=likes Special note - "Out of print" models: - A number of my models no longer are listed at my repo due to storage limits. You can however find them at other repos at HGF using: https://huggingface.co/search/full-text?q=davidau&type=model - I also keep local backups where possible.

SOTA MODELS By My Team:

NOTE: Most models have benchmarks, and 3rd party benchmarks (at repo or in the community section) Qwen3.6 27B: The strongest, overall qwen ever beating all other Qwens in total operational power with over 2400 likes // 4 million+ total downloads and has over 70 additional repos with additional quant types: - https://huggingface.co/DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF - Benchmarks (spoiler: It beats everyone): https://blog.robai.net/27bevals/ Qwen3.8 27B: The highest scoring Qwen in brute, raw intelligence, using Qwen 3.8's 3 new reasoning modes, plus token reduction (1/2 to 1/10) enhancements and over 1600 likes + and 100+ additional quant repos: - https://huggingface.co/DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF Qwen3.8 27B: Super smart and 1/2 to 1/20 the reasoning tokens AND 5 reasoning/5 instruct modes switchable on the fly (even in chat): - https://huggingface.co/DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-L-Uncensored-NM-DAU-NEO-MTP-GGUF Qwen3.8 27B: 99% power of BF 16 at 4 and 8 bit. Power, Control and NO DE censoring for ultimate performance also with reasoning token reductions: - https://huggingface.co/DavidAU/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-NM-DAU-NEO-MAX-MTP-GGUF Qwen3.6 40B: The 40B Monster, specializing in creative and research with 730+ likes and over 2 million downloads: - https://huggingface.co/DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-NEO-CODE-Di-IMatrix-MAX-GGUF Qwen3.5 9B: At just 9B parameters it beats most untuned 27B models in both intelligence (640 ARC-C) and performance, over 1000 likes, plus features 5 reasoning and 5 instruct modes (Qwen 3.8) too: - https://huggingface.co/DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF - This is our office workhorse ; bullet proof, stable, fast and off the scale IQ to boot. For model specific issues/help/FAQ see: - https://huggingface.co/DavidAU - Search for your model. - Check the model repo page AND community section. - FAQS for all models: https://huggingface.co/collections/DavidAU/davids-software-docs-and-how-to-for-models Support our team, sponsor, "Buy Me A Coffee": - https://buymeacoffee.com/davidbelton Commission project(s): - coming soon. Access premium item(s)/model(s)/module(s): - coming soon. Model Modifications: - coming soon. ALL OTHER INQUIRES: - Open a discussion in the community tab at this repo.