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Benchmarks & research

TypeAR

Type-safe one-decision-per-token decoding engine for autoregressive LLMs, inspired by Jev.

Type-Safe Decoding for Autoregressive LLMs

Getting started

Use SGLang to configure and serve a compatible autoregressive model on your local GPU server. This example uses Qwen3.8-27B; follow the Qwen3.8-27B SGLang deployment guide to start it with prefix caching enabled.

Language
Python 100%
License
Apache-2.0
Latest release
Release 0.1.2
Last activity
Sep 2026
Added
2026-09-17
Stars at snapshot
28
Status
Community listing
aijevllmstypes

Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README · the project website.