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[Feature Request] Add EvolInstruct methods to camel/datagen #1737

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cat-searcher-bot opened this issue Mar 8, 2025 · 0 comments · May be fixed by #1747
Open
2 tasks done

[Feature Request] Add EvolInstruct methods to camel/datagen #1737

cat-searcher-bot opened this issue Mar 8, 2025 · 0 comments · May be fixed by #1747
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enhancement New feature or request New Feature
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cat-searcher-bot commented Mar 8, 2025

Required prerequisites

Motivation

enhancing the current camel/datagen pipeline with new instruction generation methods.

Solution

-- will make a pull request shortly.

Alternatives

There are many other interesting prompt synthesis works that we may implement, e.g., Magpie, EvoPrompt, etc.

Additional context

Evol-Instruct is a simple-to-use method for generating new prompts. basically, given an existing prompt p, it applies a re-write instruction r on it, and obtain a new prompt p' ~ LLM(⋅| p, r). in general, the re-write instructions include in-depth and in-breadth re-writing. the process can be recursive.

@cat-searcher-bot cat-searcher-bot added the enhancement New feature or request label Mar 8, 2025
@ZIYU-DEEP ZIYU-DEEP self-assigned this Mar 8, 2025
@ZIYU-DEEP ZIYU-DEEP linked a pull request Mar 8, 2025 that will close this issue
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@Wendong-Fan Wendong-Fan added this to the Sprint 25 milestone Mar 10, 2025
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Labels
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