Verified65% confidenceBenchmarkExact time
A 3-billion-parameter Llama takes 1 to 3 seconds per call on CPU, while a 70B model takes 40 seconds per call.
3
Sources
65%
Confidence
Medium-term (~90 days)
Relevance
9/28/2026
First Seen
Valid until: 12/27/2026
Sources
Related Entities
Related Claims
UnverifiedA 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.78% similarUnverifiedThe initial loading time depends on the hardware configuration; machines with good configurations may complete it in tens of seconds, while machines with average performance may take one to three minutes.77% similarUnverifiedTested on the same machine equipped with a Spark CPU and limited to three threads, Laya's median call latency was 541 milliseconds and Kev's was 756 milliseconds, with the 95th percentile at approximately 607 and 802 milliseconds respectively.77% similarUnverifiedWhen generating images using a 4-billion-parameter distilled model, the Mac mini produces approximately one image every 12 seconds (about 5 per minute), while the Mac Studio produces approximately one image every 2 seconds (about 29 per minute).75% similarUnverifiedOn a single CPU thread, Largha-150M-v1 takes about 1.64 seconds to process one case (one state plus five questions); with 8 threads, about 8–20 decisions/second.75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/955881API
curl https://kongchang.com/api/v1/knowledge/claims/955881MCP
get_claim(id=955881)