83.71
71.80
62.70
79.84
66.52
65.96
54.97
88.99
86.32
73.91
45.71
95.28
91.36
89.37
88.39

Table 4: Results on the Alpaca leaderboard (win rate over text-davinci-003 evaluated by GPT-4).
Humpback outperforms other methods not relying on distilled data by a wide margin, and closes the
gap to proprietary models (distilled or direct use).
Self-AlignmentwithInstructionBacktranslation