| | --- |
| | license: other |
| | license_name: varies |
| | license_link: LICENSE |
| | --- |
| | |
| | # Data for the Arctic Embed walkthrough |
| |
|
| | 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. |
| |
|
| |
|
| | ## Example: Selective downloads via Git LFS |
| |
|
| | 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. |
| |
|
| | ``` shell |
| | # First, ensure you have installed git-lfs (see `https://git-lfs.com/` for documentation). |
| | git lfs install |
| | |
| | # Clone the full precomputed data repository without large files as our `data/` directory. |
| | mv ./data/.gitignore ./data.gitignore |
| | rmdir ./data |
| | GIT_LFS_SKIP_SMUDGE=1 git clone https://hf.co/datasets/Snowflake/arctic-embed-ft-v1.git ./data |
| | mv ./data.gitignore ./data/.gitignore |
| | |
| | # Ensure we have all the files you need for training downloaded from LFS. |
| | cd data/ |
| | git lfs pull --include="combined/pretokenized/example_dot95/,eval/" |
| | |
| | # Optional: Download more large files (e.g. everything but the very large precomputed embeddings). |
| | git lfs pull --exclude="*embeddings*" |
| | ``` |
| |
|
| | <img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=11c9f5e7-c00f-43e8-8c22-630379baeb05" /> |
