Datasets:
Tasks:
Text Generation
Formats:
json
Languages:
English
Size:
10K - 100K
Tags:
physics-filtering
information-theory
entropy-maximization
clean-data
data-curation
pretraining
License:
| { | |
| "total_documents": 10000, | |
| "parse_errors": 0, | |
| "total_tokens": 23665387, | |
| "tokens_per_doc": { | |
| "mean": 2366.5387, | |
| "median": 1295.5, | |
| "std": 3532.441109757148, | |
| "min": 112, | |
| "max": 102832, | |
| "p5": 336.0, | |
| "p25": 738.75, | |
| "p75": 2565.0, | |
| "p95": 7869.049999999999 | |
| }, | |
| "compression_ratio": { | |
| "mean": 2.3207241691779457, | |
| "median": 2.2981050595631762, | |
| "std": 0.25597355814924755, | |
| "min": 1.5623931623931624, | |
| "max": 3.8502457818519993 | |
| }, | |
| "grade_level": { | |
| "mean": 11.139586118249541, | |
| "median": 11.090281397954522, | |
| "std": 2.5942318269088465 | |
| }, | |
| "domain_distribution": { | |
| "Biology / Medicine": 3321, | |
| "Computer Science": 1354, | |
| "Earth / Environmental Science": 1245, | |
| "General / Other": 982, | |
| "Mathematics": 901, | |
| "Physics": 656, | |
| "Engineering": 588, | |
| "Law / Policy": 379, | |
| "Chemistry": 325, | |
| "Economics / Finance": 181, | |
| "Philosophy / Humanities": 68 | |
| }, | |
| "edu_score": { | |
| "mean": 3.787205696821213, | |
| "median": 3.731573224067688, | |
| "std": 0.22895483208354042, | |
| "min": 3.500005006790161, | |
| "max": 5.100640773773193, | |
| "p5": 3.5197898745536804, | |
| "p95": 4.238094210624695 | |
| } | |
| } |