Unverified50% confidenceBenchmarkExact time
Full Llama-3.1-8B decodes in 2.8 milliseconds per step at batch 1 using FuTransformer, compared with 8.1 milliseconds for the compiled transformers implementation.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/19/2026
First Seen
Valid until: 11/2/2026
Sources
Related Entities
Related Claims
UnverifiedIn Path B, an RTX 3080 handles Prefill and an AI Max 395 handles Decode, compressing time-to-first-token from 4.825 seconds to 1.073 seconds under Q4 quantization.67% similarVerifiedOn a T4 GPU, Laya takes 33 milliseconds per single question, and batch processing can compress that to 7 milliseconds67% similarVerifiedA 3-billion-parameter Llama takes 1 to 3 seconds per call on CPU, while a 70B model takes 40 seconds per call.66% similarUnverifiedA single generation at 1536 resolution takes approximately 360 seconds, while a 2K generation takes approximately 540 seconds.64% similarUnverifiedUsing TaoMate's 3-step ref2va turbo LoRA, generating a 9.4-second clip on an RTX 3090 takes approximately 4–5 minutes, a significant speedup compared to 12.5 minutes with 8 steps.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1065913API
curl https://kongchang.com/api/v1/knowledge/claims/1065913MCP
get_claim(id=1065913)