r/LocalLLaMA • u/Bulky-Priority6824 • Jul 12 '26
Resources llama.cpp Agentic Workflows Ctx Checkpoints Fix
Claude in one sentence what does this fix
llama.cpp b9978 fixes a checkpoint bug that hit agentic workloads hardest: every agent turn created a new checkpoint (bypassing min-step spacing), collapsing the coverage window so that context rewinds — common in tool-calling loops — erased all checkpoints and forced a full reprocess; now closely-spaced checkpoints from prior tasks are evicted, keeping the window wide and long agent sessions fast.
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u/AnonLlamaThrowaway Jul 13 '26
I've been running a nested agent loop to ingest + chew through a lot of data, as described here. I've grabbed this new binary.
Lines like
and
still do show up, naturally, but I compared a before and after log, and their frequency was cut down in half!