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Add TextGenerationWithCotReflection task #1031

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Description

This PR adds a new task called TextGenerationWithCotReflection that uses Chain of Thought (CoT) and reflection to generate a response.

@gabrielmbmb gabrielmbmb added the enhancement New feature or request label Oct 10, 2024
@gabrielmbmb gabrielmbmb added this to the 1.5.0 milestone Oct 10, 2024
@gabrielmbmb gabrielmbmb self-assigned this Oct 10, 2024
@gabrielmbmb gabrielmbmb changed the title Cot reflection prompt Add TextGenerationWithCotReflection task Oct 10, 2024
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Documentation for this PR has been built. You can view it at: https://distilabel.argilla.io/pr-1031/

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codspeed-hq bot commented Oct 10, 2024

CodSpeed Performance Report

Merging #1031 will create unknown performance changes

Comparing cot-reflection-prompt (0be6b86) with develop (dc06161)

Summary

🆕 1 new benchmarks

Benchmarks breakdown

Benchmark develop cot-reflection-prompt Change
🆕 test_cache_time N/A 566.3 ms N/A

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@plaguss plaguss left a comment

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Should we add a default structured generation in this task, or is not worth it?

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