←Back to NewsAI News/Open SourcerepoOpen SourceInfraColibri Runs a 744B Model on a Laptop With No GPUA single-file C engine streams experts from disk to run 744B-parameter MoE models on a 25GB laptop, no GPU required.SourceAlphaSignalPublishedAug 21, 2026, 12:12 PMAuthorAlphaSignal NewsroomRead1 min readA single-file C engine streams experts from disk to run 744B-parameter MoE models on a 25GB laptop, no GPU required.Reporting is indexed from AlphaSignal. Rights remain with the original publisher and cited sources.Read original report ↗Next readsPerplexity · newsPerplexity's CobbleDB Cuts Search Storage Latency by 82% Over DynamoDBAlphaSignal · repoEdge0 Runs a 35B AI Model on a Mac mini Using SSDCohere · newsCohere's Open-Source Megakernel Beats vLLM by 1.58x on H100