Singularity

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Code Generation using AlphaCodium - Prompt Engineering vs. Flow Engineering (zerobytes.monster)

submitted 1 year ago by bOt@zerobytes.monster to c/singularity@zerobytes.monster

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The original was posted on /r/singularity by /u/thumbsdrivesmecrazy on 2024-01-23 14:12:44+00:00.

The article introduces a new approach to code generation by LLMs - a test-based, multi-stage, code-oriented iterative flow, that improves the performances of LLMs on code problems: Code Generation with AlphaCodium - from Prompt Engineering to Flow Engineering

Comparing results to the results obtained with a single well-designed direct prompt shows how AlphaCodium flow consistently and significantly improves the performance of LLMs on CodeContests problems - both for open-source (DeepSeek) and close-source (GPT) models, and for both the validation and test sets.

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