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feat: add batch evaluation #346

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akotyla opened this issue Feb 11, 2025 · 0 comments · Fixed by #555
Closed

feat: add batch evaluation #346

akotyla opened this issue Feb 11, 2025 · 0 comments · Fixed by #555
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@akotyla
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akotyla commented Feb 11, 2025

Feature description

Enhance the _call_pipeline method to support batched evaluation. Instead of processing the whole dataset at once, the method should allow to group dataset items into batches and process them sequentially.

Motivation

APIs like e.g. Azure OpenAI imposes rate limits on the number of requests a user or client can make within a specified period. Currently, _call_pipeline processes the whole dataset at once, which can quickly exceed these limits.

Additional context

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@akotyla akotyla added evals feature New feature or request labels Feb 11, 2025
@akotyla akotyla moved this to Backlog in ragbits Feb 11, 2025
@akotyla akotyla added this to ragbits Feb 11, 2025
@akotyla akotyla self-assigned this Feb 11, 2025
@akotyla akotyla changed the title feat: batched evaluation feat(evaluate): batched evaluation Feb 11, 2025
@akotyla akotyla removed this from ragbits Feb 11, 2025
@micpst micpst removed the evals label Mar 24, 2025
@micpst micpst changed the title feat(evaluate): batched evaluation feat: add batch evaluation May 5, 2025
@mhordynski mhordynski added this to the Ragbits 1.1.0 milestone May 7, 2025
@micpst micpst modified the milestones: Ragbits 1.1.0, Ragbits 1.0.0 May 14, 2025
@micpst micpst self-assigned this May 14, 2025
@micpst micpst linked a pull request May 14, 2025 that will close this issue
@micpst micpst added this to ragbits May 14, 2025
@micpst micpst moved this to In review in ragbits May 14, 2025
@github-project-automation github-project-automation bot moved this from In review to Done in ragbits May 19, 2025
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