Xyntetik Runner

Xyntetik Runner, a local LLM engine, returns a parseable tool call even when the token budget expires mid-call, according to a benchmark testing six engines at budgets of 1, 2, 3, 5, 8, 16 and 64 toke…

Xyntetik Runner, a GGUF model runtime written from scratch in plain C, is now available as a free Apache 2.0-licensed engine that serves, verifies, scores, adapts, and trains GGUF models deterministic…

Xyntetik Runner now trains LoRA adapters directly through quantized GGUF serving weights, eliminating the separate FP16 training copy. In a reproducible experiment, a tool-use LoRA trained on a frozen…