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Synthetic RLHF w up to 66% success rate

2 pointsby reality_inspctralmost 2 years ago

1 comment

reality_inspctralmost 2 years ago
&quot;We are releasing AlpacaFarm, a simulator enabling everyone to run and study the full RLHF pipeline at a fraction of the time (&lt;24h) and cost (&lt;$200) w&#x2F; LLM-simulated annotators. Starting w&#x2F; Alpaca, we show RLHF gives big 10+% winrate gains vs davinci003 (<a href="http:&#x2F;&#x2F;crfm.stanford.edu&#x2F;2023&#x2F;05&#x2F;22&#x2F;alpaca-farm.html" rel="nofollow">http:&#x2F;&#x2F;crfm.stanford.edu&#x2F;2023&#x2F;05&#x2F;22&#x2F;alpaca-farm.html</a>)&quot;