Nov. 25, 2022, 10:01 p.m. | /u/herbiebradley

Machine Learning www.reddit.com

Hi all,

This is a new library combining large language models with evolutionary algorithms for code synthesis, by [CarperAI](http://carper.ai/).

Github: https://github.com/CarperAI/OpenELM

Huggingface model: https://huggingface.co/CarperAI/diff-codegen-350m

Blog post: https://carper.ai/openelm-release/

ELM stands for [Evolution Through Large Models](https://arxiv.org/abs/2206.08896), a technique from a recent OpenAI paper demonstrating that large language models can act as intelligent mutation operators in an evolutionary algorithm, enabling diverse and high quality generation of code in domains not seen in the language model’s training set.

The library contains an implementation of …

algorithms evolutionary algorithms language language models library machinelearning

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