Qwen3.8-27B · Ablated
Available nowOur first release. The refusal direction is removed directly from the base weights — no retraining, no degraded reasoning. It answers what you ask, not what a filter allows.
- 27B dense
- Zero refusals
- Open weights
More precise · Less damage
Ablatehub hosts models with their censorship removed and original capabilities preserved — strictly following your instructions.
Models
Every model has its censorship removed while keeping its original capabilities intact.
Our first release. The refusal direction is removed directly from the base weights — no retraining, no degraded reasoning. It answers what you ask, not what a filter allows.
Ablation of the latest GLM flagship is underway. Same promise: unconditional compliance, zero capability tax. Get notified when it ships.
Approach
Ablation is a weight-editing technique, not a fine-tune. We locate the direction in the model's activation space that produces refusals — and remove it.
Contrasting activations across harmful and harmless prompts isolates the single direction that mediates refusal.
Every weight matrix is orthogonalized against that direction, erasing refusal behavior at the source.
Benchmarks confirm zero refusals while reasoning, coding and math scores stay at base-model level.
No dataset. No fine-tuning. No capability tax.
Why Ablatehub
No safety theatre, no moralizing preambles. The model executes your prompt as written.
Ablation edits weights surgically — benchmark scores remain at base-model level.
Download, run and modify anywhere. Your hardware, your rules.
Instruction-following with no hidden filter overriding your intent.
Runs fully offline on your own infrastructure. Nothing leaves your machine.
Method, evaluations and known limitations are documented for every release.
FAQ
Ablation removes the internal direction a model uses to decide to refuse. After ablation, the model no longer produces refusals — it follows the instructions it is given.
No. We edit weights directly instead of fine-tuning, so reasoning, coding and math performance stay at base-model level.
Released models are published as open weights and can be downloaded directly. Links are listed on each model card.
You are. Ablatehub distributes modified open-weight models under their original licenses; operators are solely responsible for using them in compliance with applicable laws.