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Dante Hunter

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reacted to DavidAU's post with 😎 about 2 months ago

Tiny but mighty: LFM 1.2B - 11 Distill / Fine tunes : Exceeding all benchmarks at 300-700+ T/S on GPU, 60+ T/S CPU. Almost all exceed LFM 1.2B Benchmarks - which are already very impressive. All benchmarks posted. A specialized merge of multiple of these fine tunes by @nightmedia FAR exceeds the benchmarks set by the already impressive LFM. (LFM2.5-1.2B-MEGABRAIN-Thinking-Polaris-ClaudeHOPUS-Deepseek-GLM) Included are GLM 4.7 Flash, DeepSeek, Claude, Kimi V2 and other distill fine tunes. Here is the collection ( Quants by MRadermarcher). https://huggingface.co/collections/DavidAU/lfm-12b-sota-400-700-t-s-enhanced-fine-tunes-distills UPDATE: Now with 9 more versions , fully uncensored, heretic too. And 5 additional non-heretic.

reacted to DavidAU's post with 🚀 about 2 months ago

Gemma 3 (1b, 4b, 12b and 27b) - Uncensored full Reasoning/Thinking models fine tuned using top distill datasets. 20 Gemma 3 models 1B, 4B, 12B and 27B with full reasoning using GLM 4.7 Flash, GPT, Claude and Gemini datasets and more fully fine tuned using Unsloth. Most models are Heretic'ed (uncensored) first, and tuned second. This vastly improves the model. Models are also bench marked and in almost all cases exceed org model metrics - and in some cases by a lot. Enjoy the freedom and more powerful THINKING/REASONING and UNCENSORED Gemma 3s ! https://huggingface.co/collections/DavidAU/gemma-3-reasoning-thinking-models-incl-uncensored UPDATE: Benchmarks added for almost all models, including "VS" with Heretic (untuned) source models too.

liked a model 2 months ago

McG-221/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-mlx-8Bit

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liked 9 models 2 months ago

McG-221/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-mlx-8Bit

Image-Text-to-Text • 12B • Updated Feb 6 • 1.85k • 3

mradermacher/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-i1-GGUF

12B • Updated Feb 6 • 750 • 3

Markobes/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q8_0-GGUF

Image-Text-to-Text • 12B • Updated Feb 6 • 69 • 1

zelk12/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q6_K-GGUF

Image-Text-to-Text • 12B • Updated Feb 6 • 149 • 2

mradermacher/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-GGUF

12B • Updated Feb 6 • 539 • 2

DavidAU/OpenAI-gpt-oss-20B-INSTRUCT-Heretic-Uncensored-MXFP4

Text Generation • 2B • Updated Feb 15 • 77 • 4

DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored

Image-Text-to-Text • 12B • Updated Feb 23 • 39 • 9

DavidAU/OpenAI-gpt-oss-20B-Claude-4.5-Opus-Heretic-Uncensored

Text Generation • 21B • Updated Feb 15 • 1.64k • 8

DavidAU/LFM2.5-1.2B-MEGABRAIN2-Thinking-Kimi-V2-DISTILL

Text Generation • 1B • Updated Feb 7 • 43 • 4