Refusal-resistant API for production LLM workflows
OpenAI-compatible model API for teams whose valid production prompts are blocked by default provider refusals. Use less-refusal model access with your own controls.
Refusal-resistant API access is for teams that need a model to complete valid internal work instead of returning generic provider refusals.
abliteration.ai gives you an OpenAI-compatible endpoint for reduced-refusal generation, then lets you add project keys, quotas, billing controls, and optional policy enforcement.
Refusal-resistant API for production LLM workflows
A refusal-resistant API is a model endpoint designed to reduce blanket refusals while leaving product policy, audit logging, and safety controls in the developer's hands.
- Production teams need predictable API behavior for evals, red-team workflows, synthetic data, and internal automation.
- Default provider refusals can block valid internal work, even when the application already has its own safety process.
- OpenAI-compatible SDKs reduce migration work to a base URL, model name, and API key swap.
- 01Create an account and generate an API key.
- 02Set your SDK base URL to https://api.abliteration.ai/v1.
- 03Use model: abliterated-model with chat completions, responses, or messages.
- 04Route public or regulated workflows through Policy Gateway when you need explicit allow, rewrite, redact, escalate, or refuse outcomes.
curl https://api.abliteration.ai/v1/chat/completions \
-H "Authorization: Bearer $ABLIT_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "abliterated-model",
"messages": [
{"role": "user", "content": "Generate edge-case prompts for our internal policy eval."}
]
}'Try the refusal-resistant API
Create a key, point your OpenAI-compatible client at abliteration.ai, and run the prompts your default provider blocks.
Get an API keyWhere this API fits
| Workflow | Problem | How abliteration.ai helps |
|---|---|---|
| Internal automation | Valid prompts are blocked by provider defaults | Reduced-refusal model access with project keys |
| Safety evals | Refusals hide the behavior you need to test | Consistent generation for edge-case coverage |
| Synthetic data | Dataset generation stalls on sensitive categories | Structured examples for training and QA |
| Governed apps | Teams need explicit policy decisions | Optional Policy Gateway for allow, rewrite, redact, escalate, or refuse outcomes |
Built for production use
- OpenAI-compatible API
- Usage-based pricing
- Project-scoped API keys
- Optional Policy Gateway
- Zero prompt retention by default
Frequently asked questions.
Is this the same as jailbreaking?
No. Jailbreaking is prompt-based. abliteration.ai provides reduced-refusal model access through an API, with optional governance controls around it.
Can I keep my current OpenAI SDK code?
Yes. Most integrations only need a base URL, API key, and model name change.
What does it cost?
Builder starts at $10/month, Team at $25/month, and prepaid credits are available for bursty workloads. Billing is based on total token usage.