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--- |
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license: other |
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license_name: varies |
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license_link: LICENSE |
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--- |
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# Data for the Arctic Embed walkthrough |
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This dataset coresponds to the walkthrough example for using the [Arctic Embed training code in ArcticTraining](https://github.com/snowflakedb/ArcticTraining/blob/main/projects/arctic_embed/examples/finetune_models/README.md). See [that README](https://github.com/snowflakedb/ArcticTraining/blob/main/projects/arctic_embed/examples/finetune_models/README.md) for more details. |
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## Example: Selective downloads via Git LFS |
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Since this dataset contains various intermediate files not necessary for training, it can be helpful to use the Git LFS backend of Hugging Face Datasets to pull select files. |
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``` shell |
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# First, ensure you have installed git-lfs (see `https://git-lfs.com/` for documentation). |
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git lfs install |
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# Clone the full precomputed data repository without large files as our `data/` directory. |
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mv ./data/.gitignore ./data.gitignore |
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rmdir ./data |
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GIT_LFS_SKIP_SMUDGE=1 git clone https://hf.co/datasets/Snowflake/arctic-embed-ft-v1.git ./data |
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mv ./data.gitignore ./data/.gitignore |
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# Ensure we have all the files you need for training downloaded from LFS. |
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cd arctic-embed-ft-v1/ |
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git lfs pull --include="combined/pretokenized/example_dot95/,eval/" |
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# Optional: Download more large files (e.g. everything but the very large precomputed embeddings). |
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git lfs pull --exclude="*embeddings*" |
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``` |
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=11c9f5e7-c00f-43e8-8c22-630379baeb05" /> |
