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Strata claims Qwen3.8-Flash-Next 125B can run locally on consumer GPUs like RTX 4090 at about 100 tokens per second

·github.com
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EDITOR BRIEF

The Strata project says its open-source software can run the Qwen3.8-Flash-Next 125B-parameter model on ordinary Windows or Linux gaming PCs with NVIDIA or AMD GPUs. It emphasizes local inference for chat, coding, image understanding, and agent workflows, with no data leaving the user’s machine.

COMMENTARY

If the performance claims hold up, this points to rapid progress in making very large models usable outside cloud infrastructure. The trend could strengthen demand for high-memory consumer GPUs and accelerate interest in local AI for privacy-sensitive coding, productivity, and automation use cases.

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