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One TPU Chip, Eight Agents: Serving Small Agent Workloads with Raw JAX

Cloud TPU v6e-1 ( ct6e-standard-1t , one v6e chip, 32 GB HBM), GCE flex-start, europe-west4-a. vLLM baseline measured 2026-07-21. The workload nobody …

tpullmjaxagents
Dev.to Jul 29, 2026, 22:02 UTC
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Gemma 4 E2B on a Single TPU v6e Chip: A Serving Deep Dive

Measured 2026-07-21 on vllm/vllm-tpu:nightly (vLLM 0.23.1rc1.dev1076), a GCE flex-start ct6e-standard-1t (one TPU v6e chip, 32 GB HBM) in europe-west4…

tpullmvllmgooglecloud
Dev.to Jul 21, 2026, 03:48 UTC

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