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Update lats.ipynb (#227)

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Fixes a typo.
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Mohamed A. Fouad
2024-03-29 16:42:24 -07:00
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parent 15908adcd0
commit 4182538b0a
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examples/lats/lats.ipynb
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@@ -806,7 +806,7 @@
"source": [
"## Conclusion\n",
"\n",
"Congrats on implementing LATS! This is a technique that can be reasonably ast and effective at solving complex reasoning tasks. A few notes that you probably observed above:\n",
"Congrats on implementing LATS! This is a technique that can be reasonably fast and effective at solving complex reasoning tasks. A few notes that you probably observed above:\n",
"1. While effective , the tree rollout can take additional compute time. If you wanted to include this in a production app, you'd either want to ensure that intermediate steps are streamed (so the user sees the thinking process/has access to intermediate results) or use it for fine-tuning data to improve the single-shot accuracy and avoid long rollouts.\n",
"2. The candidate selection process is only as good as the reward you generate. Here we are using self-reflection exclusively, but if you have an external source of feedback (such as code test execution), that should be incorporated in the locations mentioned above."
]