Type-Safe Decoding for Autoregressive LLMs

TypeLLM brings the typed-decision interface of TypeSafe AI’s Jev to any open autoregressive models you already run. Give it context and an ordered JSON Schema; get back values your software can act on immediately.

• No out-of-schema hallucinations
• Negligible output-token cost
• Linear input computation cost
• Supports integer and float types
• Batch or sequential execution
• Made for open autoregressive LLMs