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llama.cpp

tool 5 connections

Open-source C/C++ engine for running LLMs locally. Underlies llamafile. Exposes parameters like minimum token counts (to guarantee some output is generated) and a token callback that can remove the last generated token and resume generation with different parameters — enabling server-side structured-output enforcement. Already does something resembling per-token fault-tolerant parsing for structured output; Hasiński notes this feature moved from client- to server-side precisely because quick, interruptive checks require local latency.

license
open-source
category
tool
talk Next Token!
about
llama.cpp tool
Discussed as the engine with token-callback and minimum-token controls.
question Fault-tolerant token-by-token parsing for structured output
about
llama.cpp tool
Hasiński points to llama.cpp as already implementing something similar.
person Krzysztof Hasiński
recommends
llama.cpp tool
Recommends downloading it to play with parameters and token callbacks.
concept Structured LLM Output
related_to
llama.cpp tool
llama.cpp implements server-side per-token enforcement of structured output.
tool llamafile
uses
llama.cpp tool
llamafile bundles llama.cpp into a single cross-platform binary.

Provenance

Created in
Next Token! — Chris Hasiński on LLM falsehoods 2026-04-18 07:42
Read by
7 extractions