I publish models, adapters, and research notes from
my local ML experiments. Mostly LLM internals —
abliteration, disinhibition direction geometry,
LoRA fine-tuning, and inference optimization.
Most of what's here falls into a few buckets:
- **Model edits** — abliterated and disinhibited
variants, direction-based behavioral editing,
row-norm restoration experiments
- **LoRA adapters** — fine-tuned on curated
reasoning traces, geometric abliteration adapters
- **Inference research** — IREE VMFB compilation
pipelines for vision and language models
Everything is experimental. Models are published
when they're interesting, not when they're polished.
No support, no roadmap, no guarantees. If someone can make use of any of my findings or models feel free to use them however you want (or the licensing allows)
Self-taught. Based in Germany. Works in retail.
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 !