Test Security Weaknesses with Abliteration Classification

This prompt chain tests security weakness classification using Abliteration Large V2, a model accessed through the Promptfoo evaluation framework. It provides a workflow for running evaluations with the abliterated model.

Use this workflow when you need to test the Abliteration Large V2 model through Promptfoo's evaluation framework. It's designed for running classification tests with the abliterated model variant.

Do NOT use this if you need production-ready security scanning tools - this is an evaluation framework for testing model capabilities, not a deployment-ready security product. Avoid this workflow if you don't have access to the Abliteration console and API credentials.

You provide an Abliteration API key with access to abliterated-model-large-v2. The workflow accepts security-related prompts for classification testing.

You receive evaluation results from running Promptfoo's testing framework with the Abliteration model.

The workflow integrates with:

• Promptfoo - The core evaluation framework that orchestrates testing and manages prompts
• Abliteration console - The platform where you create API keys and manage access to abliterated models
• abliterated-model-large-v2 - The specific model variant accessed through the Abliteration API

Provider documentation includes reasoning settings configuration and base model image processing examples.

Initialize the example workflow:

npx promptfoo@latest init --example provider-abliteration
cd provider-abliteration

Configure your API credentials:

export ABLIT_KEY=your-key-here

Run the evaluation:

npx promptfoo@latest eval --no-cache

Security researchers working with abliterated models. AI red teams testing model variants. ML engineers benchmarking different model configurations and evaluating model performance on classification tasks.