AI modelsSeptember 26, 2026
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Brazilian Lab's 144M CPU Decision Model
Supersonic Labs releases Julia 1, a 144M-parameter decision model that runs on CPUs.
#Open Source#Decision Model#CPU#Apache 2.0#Edge AI

š„ What happened
Supersonic Labs, a small Brazilian AI lab, dropped Julia 1: a 144.3M-parameter decision model that runs on a plain CPU. You feed it 2ā20 candidate answers; it picks one and returns softmax probabilities. No text generation. Apache 2.0 weights on Hugging Face, plus an ONNX/WebGPU build.
š” Why it matters
Training cost just US$104 in cloud GPUs. Median latency on an Apple M4 is 33.15 ms per decision. But on Banking77 with 72 labels it collapses to 64% vs. 87% reference ā a clear failure.
ā” Our take
A $104 model that runs on CPU is a warning shot to API pricing. But 72-label routing breaks it ā check your use case before ditching the cloud.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions ā when in doubt, read the linked original source.
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