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Update versions/35k/README.md

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@@ -19,6 +19,11 @@ license: other
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  This artifact contains the prepared EduPlanBench data used by the benchmark code. It is intended to be downloaded into the repository's `data/` directory so experiments can run without rebuilding from raw datasets.
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  ## Contents
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  ```text
@@ -59,6 +64,16 @@ python3 scripts/download_prepared_data_from_hf.py \
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  Use `--version 35k` to download the larger prepared task bank.
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  Then run experiments directly:
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  ```bash
 
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  This artifact contains the prepared EduPlanBench data used by the benchmark code. It is intended to be downloaded into the repository's `data/` directory so experiments can run without rebuilding from raw datasets.
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+ Prepared data is available in two access patterns:
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+
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+ - Use the Hugging Face branch/revision dropdown to switch between `10k` and `35k`.
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+ - Stay on `main` and download from `versions/10k/` or `versions/35k/`.
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+
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  ## Contents
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  ```text
 
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  Use `--version 35k` to download the larger prepared task bank.
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+ To download from a Hugging Face branch/revision root instead:
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+ ```bash
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+ python3 scripts/download_prepared_data_from_hf.py \
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+ --repo-id erwinmsmith/EduPlanBench-data \
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+ --revision 35k \
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+ --path-in-repo . \
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+ --data-dir data
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+ ```
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+
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  Then run experiments directly:
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  ```bash