Tag: Few-Shot Learning
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Chain-of-Thought vs Few-Shot: 34% Accuracy Gap on GSM8K
Compare Chain-of-Thought vs Few-Shot prompting on GSM8K math benchmarks. Discover which technique drives the 34% accuracy gap and when to use each.
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SimCLR for Bearing Fault Classification with Few Labels
SimCLR pretraining hits 89.3% accuracy with only 5 labeled bearing fault samples. Step-by-step contrastive learning on CWRU dataset.