Unverified50% confidenceBenchmarkExact time
In every group of reports, model inference time accounted for more than 97% of the observed runtime.
1
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50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
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Unverified参数量在1亿以下的轻量模型经领域数据微调后可达95%以上意图分类准确率，单次推理延迟控制在5-20ms以内72% similarUnverifiedIn a sandwich determination demo, the model returned 94% true and 6% false, with the entire decision taking 93 milliseconds.70% similarUnverifiedIn tasks with propositional constraints, the proportion of models integrating candidates already verified as invalid is as high as 93%–100%.70% similarUnverifiedAfter 15 training epochs on the demonstration dataset, the text classification model achieves an accuracy of 99%, with a total of 110,000 model parameters (16,000 for Attention, 33,000 for FFN, and the remainder for Embedding)67% similarUnverifiedThe per-step accuracy of current top-tier models is approximately between 90% and 95%.67% similar
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