DeepSeek opens DeepInfer, with a clear boundary between engine and service
The release supports NVIDIA SM100 and Huawei Ascend 950 hardware, while a complete serving stack still needs additional infrastructure.
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DeepSeek-R1 made reasoning-model training a more inspectable question
The January 2025 paper and model releases offered concrete methods to investigate without making evaluation optional.