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build_dataset
Dataset Summary
This dataset contains ocean data in multimodal3 format, suitable for arrow-based pipelines.
Preprocessing & Augmentation
- Preprocessing: adaptive
- Augmentation: mixup cutmix
Splits & Sampling
- Split strategy: stratified 90 10
- Sampling: weighted
Quality & Labeling
- Quality filtering: adaptive
- Labeling: manual
Data Statistics
| Split | Samples |
|---|---|
| Train | 800 |
| Validation | 117 |
| Test | 116 |
Average sample length: 378 tokens.
Benchmark Results
| Model | Score |
|---|---|
| Baseline | 70.5% |
| Fine-tuned | 76.9% |
Citation
@misc{dataset,
title={ocean Dataset},
author={Anonymous},
year={2024}
}
Files
build_dataset.py— main artifactREADME.md— this dataset card
License
This project is licensed under apache-2.0 — see the LICENSE file for full terms.
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