Show HN: Abliteration – made-to-order training data for classifiers and evals

Category: ai-ml

Tags: synthetic-data, llm-api, policy-gateway

Score: 5.3/10 (Innovation: 5, Technical: 6, Documentation: 5, Utility: 5)

Abliteration provides a hosted, unrestricted LLM API with a policy gateway for generating synthetic training and eval data, including adversarial examples that refusal-tuned models cannot produce. It streamlines pipeline integration with structured JSONL output and governance features like decision metadata and per-project quotas.

Target audience: data engineers, machine learning engineers, AI safety researchers

Repository: https://abliteration.ai/use-cases/synthetic-data

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