amitness
Joined 9 years ago
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530
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114
Member since
Oct 13
AI Engineer. Twitter: https://twitter.com/amitness
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Comment · 1 year ago
It's not enabled by default for their function calling API. So, hallucination is possible.
You have to set 'strict' to True manually to use the same grammar-based sampling they use for structured outputs.
https://platform.openai.com/docs/guides/function-calling?api...
Comment · 1 year ago
Try this trick that I learned from Cohere:
- Fetch top 10*k (i.e. 100) results using the hamming distance
- Rerank by taking dot product between query embedding (full precision) and binary doc embeddings
- Show top-10 results after re-ranking
Comment · 1 year ago
OpenAI recommends using o1 to generate the verbose plan and then chain the verbose output to a cheaper model (e.g. gpt-4o-mini) to convert it into structured data / function calls / summary etc. They call it planner-executor pattern. [1]