Improvements to AnswerRelevancy templates#1642
Merged
penguine-ip merged 2 commits intoconfident-ai:mainfrom Jun 2, 2025
Merged
Improvements to AnswerRelevancy templates#1642penguine-ip merged 2 commits intoconfident-ai:mainfrom
penguine-ip merged 2 commits intoconfident-ai:mainfrom
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Make examples format consistent. Add instructions enforcing valid JSON output. Improves consistency with smaller models like Llama 3.3.
Discourages breaking single words into a statement if it's part of a larger, coherent statement. Smaller models will sometimes split the document into so many "statements" that it over-runs the context window leading to malformed, incomplete JSON outputs.
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@Spectavi is attempting to deploy a commit to the Confident AI Team on Vercel. A member of the Team first needs to authorize it. |
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Ping, these basic adjustments will increase the consistency of the Answer Relevancy metric, particularly when using smaller models like Llama 3.3 70b. Without it I would sporadically get back invalid JSON causing noise in my eval results. |
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@Spectavi thanks! |
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Ensures all examples are demarcated with "Example:" and "==== END OF EXAMPLE ====".
Adds clarifying language on splitting statements and ensuring valid JSON is output.