Unverified50% confidenceFactExact time
DeepSeek officially stated clearly that the DeepInfo framework does not include advanced features such as the KVCash system, Lütiancong and decoupled-decoding multiple replicas, and load balancing.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/25/2026
First Seen
Valid until: 1/23/2027
Sources
Related Entities
Related Claims
UnverifiedThe DeepSeek-Infer open-source repository does not include a complete KVCache system, vision encoding and separated Prefill/Decode deployment, or request load balancing across multiple replicas.79% 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.78% similarUnverifiedThe open-source version of DeepInfer covers only one model (DeepSeek V4.1 Flash) and two types of hardware (NVIDIA SM100 and Ascend 950), and supports only offline inference; KV Cache storage, PD disaggregation, load balancing, and online serving are all not included.74% similarUnverifiedDeepInfer will not replace vLLM and SGLang, because it does not do prefix caching or online serving, but it can serve as a reference showing which state must be stored and which can be recomputed.73% similar
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