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From the page: "We also show that our model outperforms AlphaZero's policy and value networks (without MCTS) and GPT-3.5-turbo-instruct." Why compare this to G
by imranhou 2y ago
From the page: "We also show that our model outperforms AlphaZero's policy and value networks (without MCTS) and GPT-3.5-turbo-instruct."
Why compare this to GPT-3.5-turbo-instruct? Is that near SOTA in this space?
- famouswaffles 2y agoAs far as anyone knows, 3.5-turbo-instruct is the best chess playing (certainly it was at the time of the paper) LLM. About 1800 Elo and < 0.1% Illegal move rate. It's unclear why it was so much better than 4 (lack of RLHF?, Data?) and I don't know if anyone has bothered to test 4o similarly but it was pretty big news online at the time.
- Davidzheng 2y agoOA definitely purposefully trained its chess strength
- famouswaffles 2y agoI'm sure they did but there's no reason to believe they pretrained it on chess anymore than 4 so there's some speculation the post training processes mess things up. Turbo instruct does not go through RLHF for instance.