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[P] OpenELM, a library combining evolutionary algorithms and language models
Nov. 25, 2022, 10:01 p.m. | /u/herbiebradley
Machine Learning www.reddit.com
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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