Unverified50% confidenceFactExact time
When DeepInfer was designed, three goals were set: be compatible with chips from different vendors, organize prefill and decode around common hardware, and keep the KV cache for at least 72 hours.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
DeepSeek Open-Sources Inference Engine DeepInfer: All the Cost-Saving Tricks Laid Bare
bilibili最佳拍档大飞10/23/2026
Related Entities
Related Claims
UnverifiedDeepInfer's core mechanism is context caching, which keeps already-computed mathematical paths in memory, with a cache validity period exceeding 72 hours.69% similarUnverifiedThe 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.69% similarUnverifiedKeeping both hardware lines updated in sync is a key observation point for judging the vitality of the DeepInfer project.69% similarUnverifiedThe open-source version of DeepInfer is not a complete production system and does not include parts coupled with internal infrastructure, such as KV buffer management, cross-machine prefill-decode disaggregation, and load balancing across replicas.69% 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68% similar
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