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    MULTILINGUAL LANGUAGE CORPUS

    Multilingual Language Corpus — Turkish NLP & LLM Training Data

    High-Quality Text Data for LLM Training

    Access Language Data

    Technology Partners

    Microsoft AzureMicrosoft Azure◆Google CloudGoogle Cloud◆AWSAWS◆NVIDIANVIDIA◆OpenAIOpenAI◆Hugging FaceHugging Face◆Meta AI◆Anthropic◆LangChainLangChain◆PineconePinecone◆Microsoft AzureMicrosoft Azure◆Google CloudGoogle Cloud◆AWSAWS◆NVIDIANVIDIA◆OpenAIOpenAI◆Hugging FaceHugging Face◆Meta AI◆Anthropic◆LangChainLangChain◆PineconePinecone◆

    Better Data, Smarter Models

    Most LLMs are trained predominantly on English data, resulting in poor performance for other languages. We build high-quality multilingual corpora—with particular expertise in Turkish and other underserved languages—that enable models to truly understand morphology, syntax, semantics, and cultural context across languages.

    CORPUS TYPES

    What We Offer

    Web Corpus

    Cleaned and deduplicated multilingual web text from diverse domains with quality filtering, language identification, and rich metadata.

    Domain Corpora

    Specialized text collections for legal, medical, financial, technical, and academic content—available in Turkish, English, German, Arabic, and more.

    Parallel Corpora

    High-quality parallel texts across language pairs for machine translation, cross-lingual transfer, and bilingual model training.

    Instruction Datasets

    Multilingual instruction-response pairs for SFT, covering diverse tasks, complexity levels, and cultural contexts.

    DATA QUALITY

    What Makes Our Corpus Different

    Native speaker curation and quality review for each language
    Morphological analysis and tokenization optimization
    Domain-balanced sampling across topics and genres
    Deduplication at document and paragraph level
    PII removal and content safety filtering
    Script normalization and encoding standardization
    Cultural and dialectal diversity representation
    Regular updates with fresh content
    SPECIFICATIONS

    Corpus Specifications

    Scale

    Billions of tokens across general and domain-specific collections in 20+ languages.

    Formats

    JSONL, Parquet, plain text—compatible with all major training frameworks.

    Metadata

    Source, domain, date, quality score, language, and confidence tags.

    Licensing

    Clear licensing and usage rights for commercial model training.

    USE CASES

    Who Uses Our Language Corpora

    LLM Pre-Training

    Foundation model training with high-quality multilingual representation.

    Fine-Tuning

    Domain adaptation and language-specific fine-tuning for regional markets.

    Evaluation

    Benchmarking language capabilities across models and languages.

    NLP Research

    Academic and industrial research on cross-lingual understanding.

    Related Services

    Custom Training DatasetsAnnotation ServicesData Collection Pipeline
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