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by Yenrabbit
888 days ago
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FWIW I was able to get about 20% accuracy (perfect 4/4 groups) with ~50% of groups correct on average and most mistakes being groups with 3/4 right (so at least on the right track) with my first attempt at 0-shot prompting. The prompt goes something like this:
```
You are playing [game info] with [word list]
Follow these steps:
- consider possible groupings as initial brainstorming (>4 groups)
- propose a first hypothesis based on the likely-looking groups
- reflect on whether that grouping works
- revise if needed then submit the final predictions
```
Having it start with word one of group one as the first output token seems unlikely to work from my intuition about what these models can do. Heck, I can't solve it that way! Burning some tokens on exploration and hypothesis building leaves it with the easier task of choosing plausible groups from the proposed options. System 2 thinking vs system 1 perhaps. |
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