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README.md
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---
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license: odc-by
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tags:
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- gsa
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- gist-sparse-attention
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- long-context
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- pretraining
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source_datasets:
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- HuggingFaceFW/fineweb
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---
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# GSA-PT-Llama-3.2-1B-chunk16-data
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This is the **continue pretraining dataset** used for training GSA (Gist Sparse Attention) models with chunk size `chunk16`.
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## Dataset Description
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- **Source**: Filtered from [FineWeb (sample-10BT)](https://huggingface.co/datasets/HuggingFaceFW/fineweb/viewer/sample-10BT)
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- **Filtering**: Samples with sequence lengths ranging from **2K to 4K** tokens
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- **Chunk size**: `chunk16`
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- **Splits**: `train`, `eval`
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Each sample is tokenized and formatted with GSA gist tokens for continued pretraining.
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## Paper
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**GSA: Gist Sparse Attention via Learnable Compression and Selective Unfolding**
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## Related Models
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- [yuzhenm/GSA-PT-Llama-3.2-1B-chunk16](https://huggingface.co/yuzhenm/GSA-PT-Llama-3.2-1B-chunk16) — model trained on this dataset
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