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samarthramesh/gaperon-distill

gaperon-distill Reformatted, lean parquet build of the Gaperon mmBERT quality-distillation training data. One config per language (english, hindi, tamil), each with train / validation / test splits preserved exactly from the original make_splits partition (seed 42, 80/10/10). Built for fast loading on a cluster with no persistent storage. from datasets import load_dataset ds = load_dataset("samarthramesh/gaperon-distill", "hindi", split="train") Columns… See the full description on the dataset page: https://huggingface.co/datasets/samarthramesh/gaperon-distill.

sourceHugging Faceupdated 3mo agoView on Hugging Face
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gaperon-distill

Reformatted, lean parquet build of the Gaperon mmBERT quality-distillation training data. One config per language (english, hindi, tamil), each with train / validation / test splits preserved exactly from the original make_splits partition (seed 42, 80/10/10). Built for fast loading on a cluster with no persistent storage.

python
from datasets import load_dataset
ds = load_dataset("samarthramesh/gaperon-distill", "hindi", split="train")

Columns

columntypenotes
textstringthe document
doc_idstringsha256(text) — stable, content-based
languagestringenglish / hindi / tamil
sourcestringoriginating corpus, e.g. HuggingFaceFW/fineweb
clarity,coherence,depth,grammar,usefulness,overallstringjudge labels in {low, medium, high}

All records are fully labelled (any record with an unknown/missing dimension was dropped, matching the original training filter).

Split sizes

languagetrainvalidationtest
english199,24125,86924,795
hindi207,19626,33025,604
tamil206,36926,22725,725

Train-split label distribution

english

dimensionlowmediumhigh
clarity44,24936,393118,599
coherence43,63729,783125,821
depth123,74471,3174,180
grammar22,89129,401146,949
usefulness27,92184,39286,928
overall44,69078,49376,058

hindi

dimensionlowmediumhigh
clarity99,38653,45554,355
coherence73,68850,77582,733
depth167,35537,4132,428
grammar82,39035,05089,756
usefulness57,518111,96337,715
overall91,13583,50532,556

tamil

dimensionlowmediumhigh
clarity78,39962,06565,905
coherence65,36155,62785,381
depth160,53942,5533,277
grammar81,06933,33091,970
usefulness53,125118,04535,199
overall78,95695,37932,034