Unverified50% confidenceFactExact time
DeepSeek adopts a PD-separated architecture, deploying the Pre-fill stage and the Decode stage on different machines: an 8-card server for reading the question and a 64-to-128-card supernode for writing the answer.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
DeepSeek Open-Sources Inference Framework DeepInfer: The Secret to Halving AI Inference Costs
bilibilicode秘密花园10/21/2026
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Related Claims
UnverifiedThe production solution introduced by DeepSeek deploys visual encoding, prefill and decode separately, each with its own machines, so they can scale independently for different resource bottlenecks.72% similarUnverifiedDeepSeek's official DSpark is essentially speculative decoding/multi-token prediction technology, requiring a drafter model and two sets of KV Cache resident in high-speed memory to achieve optimal results.70% similarUnverifiedDeepSeek-V3支持128K上下文，大约能容纳一个中等规模Go项目约5-8万行核心业务逻辑代码69% similarUnverifiedThe new DeepSeek model adopts an encoder-decoder hybrid architecture, splitting the 40-layer network in the middle, with the bottom 20 layers serving as the encoder and the top 20 layers as the decoder.69% similarUnverifiedDeepSeek-Coder-V2-Lite is a programming-specific model that can run on 8 GB of VRAM after quantization.68% similar
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