Knowledge Base

Definitions & Concepts

Definition, use cases, and examples of uncensored large language models. Learn how they work and why developers use them.

Refusal vector ablation explained with diagrams and examples. Learn why abliteration is more stable than jailbreak prompts.

Definition and examples for OpenAI Chat Completions compatibility. Learn how to switch base URLs and keep the same SDKs.

How to evaluate OpenAI-compatible API alternatives, including pricing, retention policy, model behavior, and migration steps.

Streaming chat completions explained with examples and guidance for OpenAI-compatible APIs.

Definition and examples for sending images to vision-capable models via OpenAI-compatible chat completions.

Definition and best practices for handling LLM API rate limits, retries, and backoff.

Zero data retention LLM API explained, including no prompt/output retention and the role of operational telemetry.