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.gitattributes

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 # Video files - compressed
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+pretrain.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,131 @@
 ---
-license: mit
+language:
+- en
+license: odc-by
+pretty_name: TaoData
+size_categories:
+- 1M<n<10M
+task_categories:
+- language-modeling
+task_ids:
+- language-modeling
+tags:
+- pretraining
+- web
+- fineweb-edu
+- taodata
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: pretrain.jsonl
 ---
+
+# TaoData
+
+## Dataset Summary
+
+TaoData is a large-scale English pretraining dataset prepared for the Taotern model family. It is a processed subset of [HuggingFaceFW/fineweb-edu](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu), filtered and formatted with the [TaoData framework](https://github.com/Taotern/TaoData) using the [`taodata.yaml`](https://github.com/Taotern/TaoData/blob/main/taodata/config/taodata.yaml) configuration.
+
+This release contains about 6.7 million samples in JSONL format and is intended as one of the main pretraining corpora used by Taotern models.
+
+## Supported Tasks
+
+- Causal language modeling
+- Continued pretraining
+- Data mixture construction for foundation models
+
+## Languages
+
+- English
+
+## Dataset Structure
+
+### Data Instances
+
+Each row is a JSON object. Example:
+
+```json
+{
+  "text": "Average life span in the wild: 12 years...",
+  "id": "<urn:uuid:9c71b6db-6728-48b5-96b5-05fbc0b5bb4f>",
+  "dump": "CC-MAIN-2013-20",
+  "url": "http://amazingpicturesoftheanimals.blogspot.com/2012/05/mellers-chameleon-facts-pictures.html",
+  "date": null,
+  "file_path": "s3://commoncrawl/...",
+  "language": "en",
+  "language_score": 0.9396425485610962,
+  "token_count": 359,
+  "score": 3.40625,
+  "int_score": 3
+}
+```
+
+### Data Fields
+
+- `text`: Cleaned document text used for pretraining.
+- `id`: Sample identifier inherited from the upstream dataset.
+- `dump`: Common Crawl dump identifier.
+- `url`: Source URL from the crawl.
+- `date`: Source date when available.
+- `file_path`: Original Common Crawl WARC path.
+- `language`: Language tag.
+- `language_score`: Upstream language confidence score.
+- `token_count`: Token count metadata.
+- `score`: Quality score metadata.
+- `int_score`: Integer-binned quality score.
+
+### Data Splits
+
+- `train`: ~6.7M samples
+
+## Source Data
+
+This dataset is derived from:
+
+- [HuggingFaceFW/fineweb-edu](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu)
+
+The upstream dataset is a large English web corpus derived from Common Crawl and released by Hugging Face. TaoData applies the TaoData preprocessing pipeline to produce a cleaned training subset suitable for large-scale language model pretraining.
+
+## Processing
+
+The dataset was processed with the TaoData framework using:
+
+- [`taodata/config/taodata.yaml`](https://github.com/Taotern/TaoData/blob/main/taodata/config/taodata.yaml)
+
+At a high level, this release is intended to be a clean, training-ready subset for Taotern model development.
+
+## Intended Use
+
+TaoData is designed for:
+
+- Pretraining or continued pretraining of large language models
+- Training data ablations and mixture experiments
+- Research on web-scale text filtering and corpus construction
+
+## Limitations
+
+- This is web-derived text and may still contain factual errors, bias, noise, or unwanted content.
+- The dataset inherits limitations, source coverage, and potential artifacts from FineWeb-Edu and Common Crawl.
+- It is intended for research and model training, not as a source of verified facts.
+
+## Licensing
+
+This dataset is derived from FineWeb-Edu, which is published on Hugging Face under the `odc-by` license at the time of writing. Users should review the upstream dataset card and ensure their use complies with all applicable upstream terms and attribution requirements.
+
+## Citation
+
+If you use this dataset, please cite the upstream dataset and the TaoData processing framework as appropriate:
+
+```bibtex
+@misc{fineweb_edu,
+  title = {FineWeb-Edu},
+  howpublished = {\url{https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu}}
+}
+
+@misc{taodata,
+  title = {TaoData},
+  howpublished = {\url{https://github.com/Taotern/TaoData}}
+}
+```
+

pretrain.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:890db8646421dbb993991dac41684b952a57c940abc52c0bff686416d964ca7b
+size 24696295424