Unverified50% confidenceFactExact time
Single-stream decode speed figures cannot be equated with throughput under multiple concurrent requests.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn a 16-core environment, Delta Tokenizer encodes a 4-million-character request 8.2 times faster than serial encoding and 1.6 to 2.1 times faster than LoPT.67% similarUnverifiedThe upper limit of decode speed is determined by the ratio of VRAM bandwidth to model weight size, and has little to do with GPU floating-point compute power.63% similarUnverified单卡RTX 4090跑4Bit量化的通义千问3-27B约每秒生成49个字60% similarUnverifiedDuring the LLM sequential decoding stage, a pipeline-parallel cluster exchanges activation tensors rather than model weights; taking hidden dimension d=3584 as an example, at FP32 precision this is about 14.3KB per token, and after symmetric INT8 dynamic quantization it is only 5.1KB per hop on the network.59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1050210API
curl https://kongchang.com/api/v1/knowledge/claims/1050210MCP
get_claim(id=1050210)