Agentopia on a Consumer GPU: A Reduced-Scale Long-Horizon Port with an 8B Model
3.40T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.24215.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryPaper ports the Agentopia multi-agent social simulation from a 397B model with 100 agents to a 4-bit quantized 8B model on a single RTX 5070 Ti. Introduces layered memory compression, four daily activity blocks, and health state variables, achieving 154 system-weeks across three runs with no agent deaths.
Why it mattersProvides validated consumer-GPU configurations and structural adaptations that lower the hardware barrier for running long-horizon multi-agent simulations, with released code and audit scripts.
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