Academic Textbook Corpora for LLM Training
Collection
Sample of a 2.6+ word textbook corpus across 39K+ books, 5K+ subjects, and 15 languages for LLM training and multilingual knowledge modeling. • 22 items • Updated • 1
Datasets:
file_name stringclasses 2
values | page_number int64 1 240 | line_number int64 1 168 | subject stringclasses 1
value | source_type stringclasses 1
value | text stringlengths 1 106 |
|---|---|---|---|---|---|
Advanced Horticultural Technologies.pdf | 3 | 1 | STEM | textbook | बागवानीका उन्नत प्रववधिहरू पुस्तकमध्ये नेपाली कृषक, ववद्यार्थी, उद्यमी तर्था |
Advanced Horticultural Technologies.pdf | 3 | 2 | STEM | textbook | बागवानीप्रेमीहरूलाई आिुवनक तरिकाले कृषष उत्पादन वृद्धि गने तालीमात्मक ज्ञान |
Advanced Horticultural Technologies.pdf | 3 | 3 | STEM | textbook | प्रस्तुत गरिएको छ। तिकािी नर् िी व्यवस्र्थापनदेद्धि ललएि प्लास्स्िक घिमा गोलभेंडा |
Advanced Horticultural Technologies.pdf | 3 | 4 | STEM | textbook | िेती, आलु, अदुवा, प्याज, कफी, मेकैडाषमया, गोलभेंडाको बीज प्रशोिन, |
Advanced Horticultural Technologies.pdf | 3 | 5 | STEM | textbook | र्हभाजनात्मक िेती, कीिा िोग व्यवस्र्था, बीउ उत्पादन, जातीय गुण, र्ंिक्षण ि घिेलु |
Advanced Horticultural Technologies.pdf | 3 | 6 | STEM | textbook | प्रशोिन प्रववधिर्म्मका ववषयहरू यहााँ र्मावेश छन्। बदललिँदो मौर्म, बजाि माग ि |
Advanced Horticultural Technologies.pdf | 3 | 7 | STEM | textbook | प्रववधिको ववकार्लाई ध्यानमा िाख्दै व्यवहारिक, लागत-प्रभावी ि उपयुक्त |
Advanced Horticultural Technologies.pdf | 3 | 8 | STEM | textbook | प्रववधिहरूलाई र्िल भाषामा व्याख्या गरिएको छ। बागवानीलाई पेशागत रूपमा |
Advanced Horticultural Technologies.pdf | 3 | 9 | STEM | textbook | ववकार् गन चाहनेका लावग यो र्ामग्री माग दश क पुस्तकरूपमा उपयोगी हुने अपेक्षा |
Advanced Horticultural Technologies.pdf | 3 | 10 | STEM | textbook | गरिएको छ। |
Advanced Horticultural Technologies.pdf | 3 | 11 | STEM | textbook | प्रस्तावना |
Advanced Horticultural Technologies.pdf | 4 | 1 | STEM | textbook | t/sf/L g;{/L Aoj:yfkg |
Advanced Horticultural Technologies.pdf | 4 | 2 | STEM | textbook | pGgt s'l/nf] v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 3 | STEM | textbook | af]8L], dfn]kf6g–!, v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 4 | STEM | textbook | g]kfndf n;'g cg';Gwfg / v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 5 | STEM | textbook | lxpFb] l;dLsf] cg';Gwfg ultljlw / v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 6 | STEM | textbook | kxf8df cf]n v]tL k|ljwL |
Advanced Horticultural Technologies.pdf | 4 | 7 | STEM | textbook | jif]{ Kofh v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 8 | STEM | textbook | Knfl:6s 3/ leq a]df};dL uf]ne]+8f v]tL |
Advanced Horticultural Technologies.pdf | 4 | 9 | STEM | textbook | Knfl:6s 3/ leq uf]ne]+8f v]tLsf ;d:ofx¿ / ltgsf] Aoj:yfkg |
Advanced Horticultural Technologies.pdf | 4 | 10 | STEM | textbook | ;xeflutfd"ns uf]ne]+8fsf] j0f{;ª\s/ aLp pTkfbg |
Advanced Horticultural Technologies.pdf | 4 | 11 | STEM | textbook | uf]ne]+8fsf] aLp k|zf]wg |
Advanced Horticultural Technologies.pdf | 4 | 12 | STEM | textbook | uf]ne]+8fdf sndL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 13 | STEM | textbook | t/sf/L tyf km"nx¿sf hft / ltgsf hftLou'0fx¿ |
Advanced Horticultural Technologies.pdf | 4 | 14 | STEM | textbook | s]xL t/sf/Lsf] aLp pTkfbg k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 15 | STEM | textbook | Uff]ne]+8fsf] ;]tf] lemËf / t/sf/Ldf kmn s'xfpg] cf}+;f sL/f Aoj:yfkg |
Advanced Horticultural Technologies.pdf | 4 | 16 | STEM | textbook | pGgt cfn' v]tL / k5f}6] 89'jf /f]u Joj:yfkg |
Advanced Horticultural Technologies.pdf | 4 | 17 | STEM | textbook | cfn' lrK; agfpg] 3/]n' k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 18 | STEM | textbook | lk+8fn' v]tL / h}ljs ljljwtf ;+/If0f |
Advanced Horticultural Technologies.pdf | 4 | 19 | STEM | textbook | ;v/vG8 v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 20 | STEM | textbook | d]sf8fldof g6 v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 21 | STEM | textbook | kmn …Pef]sf8f]Ú v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 22 | STEM | textbook | la?jf k|;f/0fsf -pTkfbg_ lalwx¿ |
Advanced Horticultural Technologies.pdf | 4 | 23 | STEM | textbook | pGgt skmL v]tL k|ljlw |
Advanced Horticultural Technologies.pdf | 4 | 24 | STEM | textbook | skmL g;{/L Joj:yfkg |
Advanced Horticultural Technologies.pdf | 4 | 26 | STEM | textbook | :yfgLo :t/df skmL k|;f]wg |
Advanced Horticultural Technologies.pdf | 4 | 27 | STEM | textbook | cGo pkof]uL k|ljlwx¿ |
Advanced Horticultural Technologies.pdf | 4 | 29 | STEM | textbook | 01 |
Advanced Horticultural Technologies.pdf | 4 | 30 | STEM | textbook | 04 |
Advanced Horticultural Technologies.pdf | 4 | 31 | STEM | textbook | 07 |
Advanced Horticultural Technologies.pdf | 4 | 32 | STEM | textbook | 13 |
Advanced Horticultural Technologies.pdf | 4 | 33 | STEM | textbook | 16 |
Advanced Horticultural Technologies.pdf | 4 | 34 | STEM | textbook | 18 |
Advanced Horticultural Technologies.pdf | 4 | 35 | STEM | textbook | 21 |
Advanced Horticultural Technologies.pdf | 4 | 36 | STEM | textbook | 27 |
Advanced Horticultural Technologies.pdf | 4 | 37 | STEM | textbook | 34 |
Advanced Horticultural Technologies.pdf | 4 | 38 | STEM | textbook | 37 |
Advanced Horticultural Technologies.pdf | 4 | 39 | STEM | textbook | 39 |
Advanced Horticultural Technologies.pdf | 4 | 40 | STEM | textbook | 42 |
Advanced Horticultural Technologies.pdf | 4 | 41 | STEM | textbook | 56 |
Advanced Horticultural Technologies.pdf | 4 | 42 | STEM | textbook | 72 |
Advanced Horticultural Technologies.pdf | 4 | 43 | STEM | textbook | 75 |
Advanced Horticultural Technologies.pdf | 4 | 44 | STEM | textbook | 81 |
Advanced Horticultural Technologies.pdf | 4 | 45 | STEM | textbook | 83 |
Advanced Horticultural Technologies.pdf | 4 | 46 | STEM | textbook | 87 |
Advanced Horticultural Technologies.pdf | 4 | 47 | STEM | textbook | 91 |
Advanced Horticultural Technologies.pdf | 4 | 48 | STEM | textbook | 93 |
Advanced Horticultural Technologies.pdf | 4 | 49 | STEM | textbook | 96 |
Advanced Horticultural Technologies.pdf | 4 | 50 | STEM | textbook | 99 |
Advanced Horticultural Technologies.pdf | 4 | 51 | STEM | textbook | 105 |
Advanced Horticultural Technologies.pdf | 4 | 52 | STEM | textbook | 107 |
Advanced Horticultural Technologies.pdf | 4 | 53 | STEM | textbook | 110 |
Advanced Horticultural Technologies.pdf | 4 | 54 | STEM | textbook | 09 |
Advanced Horticultural Technologies.pdf | 4 | 55 | STEM | textbook | 1 |
Advanced Horticultural Technologies.pdf | 4 | 56 | STEM | textbook | 2 |
Advanced Horticultural Technologies.pdf | 4 | 57 | STEM | textbook | 3 |
Advanced Horticultural Technologies.pdf | 4 | 58 | STEM | textbook | 4 |
Advanced Horticultural Technologies.pdf | 4 | 59 | STEM | textbook | 5 |
Advanced Horticultural Technologies.pdf | 4 | 60 | STEM | textbook | 6 |
Advanced Horticultural Technologies.pdf | 4 | 61 | STEM | textbook | 7 |
Advanced Horticultural Technologies.pdf | 4 | 62 | STEM | textbook | 8 |
Advanced Horticultural Technologies.pdf | 4 | 63 | STEM | textbook | 9 |
Advanced Horticultural Technologies.pdf | 4 | 64 | STEM | textbook | 10 |
Advanced Horticultural Technologies.pdf | 4 | 65 | STEM | textbook | 11 |
Advanced Horticultural Technologies.pdf | 4 | 66 | STEM | textbook | 12 |
Advanced Horticultural Technologies.pdf | 4 | 67 | STEM | textbook | 13 |
Advanced Horticultural Technologies.pdf | 4 | 68 | STEM | textbook | 14 |
Advanced Horticultural Technologies.pdf | 4 | 69 | STEM | textbook | 15 |
Advanced Horticultural Technologies.pdf | 4 | 70 | STEM | textbook | 16 |
Advanced Horticultural Technologies.pdf | 4 | 71 | STEM | textbook | 17 |
Advanced Horticultural Technologies.pdf | 4 | 72 | STEM | textbook | 18 |
Advanced Horticultural Technologies.pdf | 4 | 73 | STEM | textbook | 19 |
Advanced Horticultural Technologies.pdf | 4 | 74 | STEM | textbook | 20 |
Advanced Horticultural Technologies.pdf | 4 | 75 | STEM | textbook | 21 |
Advanced Horticultural Technologies.pdf | 4 | 76 | STEM | textbook | 22 |
Advanced Horticultural Technologies.pdf | 4 | 77 | STEM | textbook | 23 |
Advanced Horticultural Technologies.pdf | 4 | 78 | STEM | textbook | 24 |
Advanced Horticultural Technologies.pdf | 4 | 79 | STEM | textbook | 25 |
Advanced Horticultural Technologies.pdf | 4 | 80 | STEM | textbook | 26 |
Advanced Horticultural Technologies.pdf | 4 | 81 | STEM | textbook | ljifo ;"rL |
Advanced Horticultural Technologies.pdf | 4 | 82 | STEM | textbook | घ्यू |
Advanced Horticultural Technologies.pdf | 5 | 1 | STEM | textbook | t/sf/L g;{/L Aoj:yfkg |
Advanced Horticultural Technologies.pdf | 5 | 2 | STEM | textbook | kl/ro |
Advanced Horticultural Technologies.pdf | 5 | 3 | STEM | textbook | ;fgf / dxTjk"0f{ af]6 la?janfO{ laz]if lgu/fgLdf /fv]/ x'sf{Og] a9fOg] 7fpFnfO{ g} g;{/L elgG5 . |
Advanced Horticultural Technologies.pdf | 5 | 4 | STEM | textbook | uf]ne]+8f, eG6f, v';f{gL, sfpnL, aGbf, a|f]sfpnL, Uof7uf]eL, /fof];fu, lh/Lsf] ;fu, ;';fu, Kofh |
Advanced Horticultural Technologies.pdf | 5 | 5 | STEM | textbook | cflb t/sf/LnfO{ pTkfbg ug]{ v]t afl/df ;fg'{÷nufpg'eGbf cufl8 g;{/Ldf a]gf{x¿ x'sf{OG5 . |
Advanced Horticultural Technologies.pdf | 5 | 6 | STEM | textbook | nx/] t/sf/L afnLx¿ sfFqmf], s/]nf, l3/f}nf, nf}sf, km;L{, km';]{ s'le08f], lrlr08f], :Sjf;, cflb |
Advanced Horticultural Technologies.pdf | 5 | 7 | STEM | textbook | nfO{ Knfl:6s y}nLdf a]gf{ pdf/L jf ;f]em} aLpg} /f]kL v]tL ug{ ;lsG5 . ka{nnfO{ nx/f sl6ª |
Advanced Horticultural Technologies.pdf | 5 | 8 | STEM | textbook | u/]/ / :s';sf] kmng} aLpsf] nflu k|of]u x'G5 . |
Advanced Horticultural Technologies.pdf | 5 | 9 | STEM | textbook | g;{/Lsf nflu hUufsf] 5gf}6 |
End of preview. Expand in Data Studio
Dataset Description:
This dataset is a large-scale collection of Nepali STEM textbook data, containing 94 books and 4.45 million words, designed to support the development and training of advanced NLP systems and AI models for scientific understanding, problem-solving, and concept learning in Nepali.
Full Dataset Overview This dataset is part of a large-scale multilingual educational corpus containing over 2.6+ billion words across 5,000+ subjects, supported by interwoven images for deeper contextual understanding. It includes 39,000+ books across 15 languages, designed to support the development and training of advanced NLP systems and AI models for multilingual knowledge learning, reasoning, and educational understanding.
Dataset Specification
-Books: 94
-words: 4.45 m
-Modality: Nepali
-Type: Educational / STEM
-Data Source: Curated academic textbooks and educational material
-Data Nature: Real-world and curated data
-Content: Scientific concepts, problem-solving questions, answers, and explanations
Key Use Cases
-Named Entity Recognition (NER) in STEM content
-Scientific text summarization and comprehension
-Automated tutoring and educational assistants
-STEM knowledge retrieval systems
-Model evaluation and benchmarking
Value of This Dataset
-Enables learning of STEM subjects in Nepali
-Improves analytical reasoning and problem-solving in AI models
-Supports multilingual and domain-specific NLP systems
-Helps build AI-powered educational platforms
-Enhances accuracy and reliability of LLMs in STEM domains
Basic JSON Schema
{
"file_name": "string",
"page_number": "int64",
"line_number": "int64",
"subject": "string",
"source_type": "string",
"text": "string"
}
Data Creation
Procured through formal agreements and generated in the ordinary course of business.
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website InfoBay.AI or contact us directly.
-Ph: (91) 8303174762
-Email: datareq@infobay.ai
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