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The research lab focused on inference.

TrainingAutomatic fine-tuning from your traffic.InferenceOpen-model inference, pay based on your latency requirement.

Models

  • DeepSeek V4.1 FlashDeepSeek V4.1 Flash
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NotesFrontier notes on inference, systems and hardware.MethodsHow we operate, and why.

Latest writing

  • Announcing Carat: An inference engine designed for Gemma 4Sep 2, 2026
  • ThesisJul 13, 2026
  • Affordable and open intelligenceSep 9, 2026
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DeepSeek V4.1 FlashDeepSeekDeepSeek V4.1 FlashGLM-5.3 FlashZ.AIGLM-5.3 FlashKKev 9BJared PalmerKev 9B

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