Tag
abliteration
Also taggeddgx-sparknvfp4dflashmultimodaluncensoredvllmagentic-codingapple-silicon
Posts and projects tagged abliteration
- Qwen 3.8 27B AEON Ultimate: the current flagship and how to serve it
Qwen3.8-27B AEON Ultimate Uncensored is the model I now serve on one Spark, two Sparks and the RTX box: what coherent abliteration removes and keeps, the NVFP4-MIXED weight lattice, the three seat recipes with their commands, and the rules that keep them running.
The Aeon Forge14 min read - Ornith 1.0 35B AEON Ultimate keeps the coding and drops the refusals
I abliterated DeepReinforce's Ornith 1.0 35B, an agentic coding MoE, and kept the coder: 0 of 80 refusals, pass@1 identical to the base, a three-way BF16, NVFP4 and DFlash benchmark on a DGX Spark, and the quick start to serve it.
The Aeon Forge10 min read - Nemotron 3 Nano Omni AEON Ultimate, served uncensored on a DGX Spark
An abliterated Nemotron 3 Nano Omni that reasons over text, images and audio on one DGX Spark. How the twelve-dimension refusal removal was found, what NVFP4 costs against BF16, what the source-built vLLM image patches, and how to deploy it.
The Aeon Forge9 min read - Gemma 4 12B AEON Abliterated on a Mac: the MLX toolkit and server
Two MLX builds of Gemma 4 12B AEON Abliterated for Apple Silicon, 13.4 GB and 9.3 GB, served through an OpenAI-compatible API by one pasted uv command: what an M4 Pro measures, how images and speech go in, and why the quantization recipe is mixed.
The Aeon Forge8 min read