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https://github.com/epfl-dlab/forc

Framework for Cost-Effective Language Model Choice
https://github.com/epfl-dlab/forc

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Framework for Cost-Effective Language Model Choice

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# FORC
This repository contains the cost-effective framework for language model choice, described in [Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling](https://arxiv.org/pdf/2308.06077.pdf).

```
@inproceedings{šakota2024flyswat,
title={Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling},
author={Marija Šakota and Maxime Peyrard and Robert West},
booktitle={Proceedings of The International ACM Conference on Web Search and Data Mining (WSDM)}
year={2024}
}
```
Please consider citing our work, if you found the provided resources useful.

## Setup instructions

Start by cloning the repository:
```
git clone https://github.com/epfl-dlab/forc.git
```
### Environment setup
We recomment creating a new conda virtual environment:
```
conda env create -n forc
conda activate forc
```

Install the packages using:
```
pip install -r pip_requirements.txt
```
## License
Distributed under the MIT License. See [LICENSE](https://github.com/epfl-dlab/forc/blob/main/LICENSE) for more information.