[KongchangAI]
Unverified50% confidenceSolutionExact time

The enhanced version X-CoSD-E adopts a Server Resampling with Device Verification (SR-DV) strategy: after the server samples candidate tokens, it sends only the candidate tokens and their probabilities to the device, which then performs local verification.

1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen

Sources

X-CoSD Framework Explained: How Cross-Vocabulary Collaborative Speculative Decoding Accelerates LLM Inference

Related Entities

X-CoSD-EconceptSR-DVconcept

Related Claims

UnverifiedExperiments show that X-CoSD and its enhanced version achieve output text quality comparable to directly using the server LLM across multiple benchmarks, verifying the lossless nature of the framework.61% similarUnverifiedOne-stage检测器（如YOLO、SSD）将候选框生成与分类合并为一步，在单次前向传播中完成所有预测60% similar

Cite This Claim

Stable URI
https://kongchang.com/claim/895487
API
curl https://kongchang.com/api/v1/knowledge/claims/895487
MCP
get_claim(id=895487)