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FlexGen for Data wrangle Tasks. #91

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FlexGen for Data wrangle Tasks. #91

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204e533
init some implementation about data wrangle task.
BinhangYuan Mar 5, 2023
01a42a2
fixed the metric issue.
BinhangYuan Mar 6, 2023
3ae776a
Create README.md
BinhangYuan Mar 6, 2023
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BinhangYuan Mar 6, 2023
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3 changes: 3 additions & 0 deletions .gitignore
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flexgen/apps/data
flexgen/apps/runs
flexgen/apps/benchmark_output
flexgen/apps/data_wrangle/data
flexgen/apps/data_wrangle/outputs
flexgen/apps/data_wrangle/core

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18 changes: 18 additions & 0 deletions flexgen/apps/data_wrangle/README.md
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# FlexGen for Data Wrangling Tasks.

Here we show how to use FlexGen for the data wrangling tasks. The implementation follows the [fm_data_tasks](https://github.com/HazyResearch/fm_data_tasks) repo from [HazyResearch](https://github.com/HazyResearch).

## Install

- Run our install.sh scripts to install additional python library and download the desired datasets.


## Examples

- To check the outcome and verify the result of a data imputation task (e.g., Restaurant), run:

bash test_single_query_case.sh

- To test FlexGen Throughput of a data imputation task (e.g., Restaurant), run:

bash test_batch_query.case.sh
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Why use different naming style "test_single_query_case.sh" and "test_batch_query.case.sh"?

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