OPT: Open Pre-trained Transformer Language Models

Benchmark Model Rank Results
hate-speech-detection-on-ethos-binaryOPT-175B (few-shot)#3F1-score: 0.759
hate-speech-detection-on-ethos-binaryOPT-175B (one-shot)#5F1-score: 0.713
hate-speech-detection-on-ethos-binaryOPT-175B (zero-shot)#6F1-score: 0.667
hate-speech-detection-on-ethos-binaryDavinci (zero-shot)#9F1-score: 0.628
hate-speech-detection-on-ethos-binaryDavinci (one-shot)#10F1-score: 0.616
hate-speech-detection-on-ethos-binaryDavinci (few-shot)#11F1-score: 0.354
stereotypical-bias-analysis-on-crows-pairsGPT-3#2Gender: 62.6Religion: 62.6Race/Color: 64.7Sexual Orientation: 76.2
stereotypical-bias-analysis-on-crows-pairsOPT-175B#3Gender: 65.7Religion: 65.7Race/Color: 68.6Sexual Orientation: 78.6