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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.
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 promptp
, it applies a re-write instructionr
on it, and obtain a new promptp' ~ LLM(⋅| p, r)
. in general, the re-write instructions include in-depth and in-breadth re-writing. the process can be recursive.WizardLM/EvolInstruct
,distilabel/EvolInstruct
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