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README.md

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+---
+language:
+- en
+license: cc0-1.0
+size_categories:
+- 1K<n<10K
+source_datasets: storytracer/LoC-PD-Books
+task_categories:
+- text-generation
+- feature-extraction
+dataset_info:
+- config_name: default
+  features:
+  - name: lccn
+    dtype: string
+  - name: title
+    dtype: string
+  - name: author
+    dtype: string
+  - name: year
+    dtype: int64
+  - name: page_count
+    dtype: int64
+  - name: filename
+    dtype: string
+  - name: text
+    dtype: string
+  - name: label
+    dtype: string
+  - name: score
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 2788098633.628336
+    num_examples: 8816
+  download_size: 1435586557
+  dataset_size: 2788098633.628336
+- config_name: en-clean
+  features:
+  - name: lccn
+    dtype: string
+  - name: title
+    dtype: string
+  - name: author
+    dtype: string
+  - name: year
+    dtype: int64
+  - name: page_count
+    dtype: int64
+  - name: filename
+    dtype: string
+  - name: text
+    dtype: string
+  - name: score
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 1906155961.9587114
+    num_examples: 6399
+  download_size: 1055862380
+  dataset_size: 1906155961.9587114
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+- config_name: en-clean
+  data_files:
+  - split: train
+    path: en-clean/train-*
+tags:
+- books
+---
+
+
+# LoC-PD-Books: preprocessed
+
+
+This is the `storytracer/LoC-PD-Books` dataset with the following preprocessing steps:
+
+- apply [clean-text](https://pypi.org/project/clean-text/) package keeping casing and newlines
+- drop OCR garbled text in first few lines of each example
+- fix (most) 'hard' newlines w/ regex similar to [gutenberg clean](https://huggingface.co/datasets/BEE-spoke-data/gutenberg-en-v1-clean)
+- 'grade' first 512 tokens of each book with [this quantized model](https://huggingface.co/pszemraj/gibberish_detector_onnx-quant-avx512_vnni); keep examples from labels `clean` (all) and `mild gibberish` w/ score 0.9 or higher
+
+---
+

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