Unverified50% confidenceBenchmarkExact time
Under the @6 setting, GGA reduced the average generation length (equally averaged across tasks) by 10.45% and 14.65% relative to STEPQuant; adding PW-S8 on top of GGA@4 further reduced the average generation length by 32.32% and 36.77%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/30/2026
First Seen
Valid until: 1/28/2027
Sources
Related Entities
Related Claims
UnverifiedCompared with standard GRPO and chain-of-thought supervised training, SCOPE reduces generation length by 5 to 6 times.70% similarUnverifiedGLM-5.2 was chosen as the teacher model due to higher accuracy and a roughly 30% reduction in generation length.64% similarUnverifiedEvolveTrade outperforms fixed-strategy LLM baselines on both Sharpe ratio and cumulative return in most evaluated settings.61% similarUnverifiedMLA compresses the KV cache per token in GLM from 32,768 numbers down to 576 numbers, a reduction of approximately 98%.60% similar
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