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LLM Evaluation Frameworks

Reviews of tools and methodologies for evaluating LLM output quality. Members post scoring rubrics, dataset designs, and comparisons of eval-framework tooling.
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Page 2 / 12

Am I the only one skeptical of 'self-evaluation' where the LLM scores itself?

Last post by evanj, 1 month ago

Posts: 31
Views: 66


Unpopular opinion: Perplexity is a terrible metric for judging final output quality.

Last post by daisym, 1 month ago

Posts: 21
Views: 51


Best alternatives to LLM Pulse for evaluating LLM outputs

Last post by eliot77, 1 month ago

Posts: 9
Views: 10


Guide: How to build a 'red teaming' dataset to test for inappropriate responses.

Last post by francesc, 1 month ago

Posts: 33
Views: 33


Giskard production experience: false positives and what we learned

Last post by cost_observer_42, 1 month ago

Posts: 2
Views: 9


Evidently AI for drift detection - is it worth the setup overhead?

Last post by Emily K., 1 month ago

Posts: 12
Views: 11


Top tool for evaluating LLM safety in a healthcare startup under 10 users

Last post by cipher.blue, 1 month ago

Posts: 7
Views: 11


Migrated from custom metrics to RagaAI for a Fortune 500 deployment

Last post by alexg2, 2 months ago

Posts: 27
Views: 32


Switched from automated to hybrid human+AI eval. Here's the accuracy bump.

Last post by benchmark_hunter, 2 months ago

Posts: 10
Views: 24


Just built a tool to track 'jargon density' in AI-generated whitepapers.

Last post by hannahr, 2 months ago

Posts: 3
Views: 19


Page 2 / 12
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