Unverified50% confidenceBenchmarkExact time
In testing, the 3-bit quantized version outputs at 53 tokens per second.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/16/2026
First Seen
Valid until: 10/30/2026
Sources
12GB GPU Runs a 125-Billion-Parameter LLM Locally: Strata Hands-On Test
bilibili宇智波刘能king10/15/2026
Related Entities
Related Claims
UnverifiedIn the LongLive benchmark test, Speculative Forcing matches the quality of a four-step generator, requires on average only about 1.7 denoising steps per token, runs more than 1.5 times faster, and reaches generation frame rates of 41.7 and 37.8 fps.68% similarUnverifiedIn a model comparison test, qwen2.5:3b correctly understood pace, produced 0 hallucinated place names, had a length error of 0.3%, peak memory of 259 MB, and took 106 seconds.68% similarUnverifiedThe model gave the correct answer of 34 in a multimodal image recognition test counting pencils, at a speed of 55 tokens per second at that time.68% similarUnverifiedThe model's peak decoding speed on the test platform is approximately 274 tokens/second.67% similarUnverifiedIn speculative sampling, when the acceptance rate of candidate tokens is high, the effective number of output tokens per forward pass can reach 2–4, thereby improving the overall generation speed by 1.5x–3x.67% similar
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