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00:00 – Introduction of Reflection 70B open source model
01:19 – Explanation of benchmark results
03:18 – Analysis of zero-shot vs few-shot performance
04:24 – Breakdown of model’s reasoning process
06:25 – Discussion of reflection in language models
07:16 – Simple benchmark test examples
09:13 – Model’s performance on cookie question (incorrect)
09:51 – Model’s performance on ice cube question (correct after reflection)
11:48 – Comparison with Claude 3 Opus and Gemini on same questions
13:16 – Mention of SEAL leaderboards for unbiased evaluations
14:23 – Concluding thoughts on open source AI progress
Links From Todays Video:
https://x.com/mattshumer_/status/1831767014341538166
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