Unverified50% confidenceFactExact time
A dense 35B model requires more than about 7 billion multiply-add operations per token, and latency on a single card may be as high as hundreds of milliseconds or even seconds.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedA 3-billion-parameter Llama takes 1 to 3 seconds per call on CPU, while a 70B model takes 40 seconds per call.78% similarUnverifiedA latency of 2.7ms theoretically implies the ability to process more than 300 frames per second.76% similarUnverifiedThe time to first byte (TTFB) for streaming synthesis can typically be reduced to the level of a few hundred milliseconds.74% similarVerifiedOn a T4 GPU, Laya takes 33 milliseconds per single question, and batch processing can compress that to 7 milliseconds74% similarUnverifiedWhen the volume of memory data reaches millions or even tens of millions of entries, the retrieval latency of linear scanning becomes unacceptable; linear scanning of one million 1536-dimensional vectors may take several seconds.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1013082API
curl https://kongchang.com/api/v1/knowledge/claims/1013082MCP
get_claim(id=1013082)