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DeepSeek put the formal V4-Flash API into public beta, retraining the V4-Flash-0731 model with the same structure and size as the preview. The upgrade targets agent tasks, scoring 82.7 on Terminal Bench 2.1 and 54.4 on DeepSWE, and adds Responses API support with Codex adaptation.
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