Human-Verified ยท LQA-Certified ยท Production-Ready

Production-Ready
Arabic-Chinese
Linguistic Infrastructure for LLMs

Stop struggling with synthetic hallucinations. Access 1.6 Million human-verified Arabic-Chinese segments optimized for RLHF, Game Localization, and Multilingual AI.

1.6M+ Arabic Words
717K+ Chinese Words
120K+ Verified Segments
9 Years Independent Curation

Built for Engineers, by a Specialist

Every feature was designed to solve real production problems that synthetic datasets simply cannot address.

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Zero Synthetic Noise

100% human-curated data. No machine-generated filler. Every segment has been manually reviewed and validated.

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Variable Preservation

Seamlessly handles %s, %d, {0}, and HTML/XML tags. Your UI will never break again during localization.

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Cultural Ground-Truth

Captures the deep conversational nuances of the MENA region that web-scraped data misses entirely.

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Production-Grade Quality

LQA-verified by native speakers. Ready for immediate integration into your LLM training pipelines.

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Game Localization Ready

Optimized for gaming environments with character skills, combat mechanics, and UI dialogue.

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Dialect-Aware Labeling

Each segment includes metadata for MSA, Gulf, Levantine, and Egyptian dialects.

The Data at a Glance

Comprehensive specifications for engineers and data scientists evaluating our dataset.

Metric Value
Arabic Words1,600,000+
Chinese Words717,000+
Verified Segments120,000+
Curation Time9 Years
LQA Status100% Human-Reviewed
Variable Preservation%s, %d, {0}, HTML/XML
Dialect CoverageMSA, Gulf, Levantine, Egyptian
Domains CoveredGaming, Social, E-commerce, Voice Chat

Real-World Use Cases

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RLHF-Ready

Structured for Reinforcement Learning from Human Feedback. Seamless integration with modern LLM fine-tuning frameworks.

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Variable Integrity

Unlike synthetic datasets, our data preserves all dynamic parameters. No broken tags, no corrupted placeholders.

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Contextual Alignment

Every Arabic-Chinese pair is aligned for meaning, not just tokens. Perfect for multilingual model evaluation.

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Domain-Specific

Optimized for gaming, social platforms, payment systems, and voice chat environments.

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Zero Hallucinations

Human-verified ground truth eliminates synthetic noise that plagues machine-generated datasets.

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Multilingual Ready

Includes Pinyin for Chinese, enabling applications in speech AI and language learning.

Ready to Transform Your Arabic-Chinese AI?

Access production-ready linguistic infrastructure built for the next generation of LLMs.