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README.md
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title: README
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---
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title: README
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emoji: ๐๏ธ
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<div style="max-width: 800px; margin: 0 auto;">
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<h2>๐๏ธ OptiTransferData โ Sovereign AI Data for Europe</h2>
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<p style="font-size: 1.1em; color: #555;">
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Production-grade, EU AI Act compliant web corpora for LLM training, RAG pipelines, and NLP research. Curated in Switzerland ๐จ๐ญ with independent quality assurance.
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</p>
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---
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### ๐ฏ What We Do
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We build **gold-standard national web corpora** โ comprehensive, deduplicated, and quality-scored datasets covering entire country-level web domains. Each dataset is independently audited and delivered with full provenance tracking, SHA-256 integrity verification, and commercial licensing.
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**Our focus areas:**
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- ๐ค **LLM Pre-training & Fine-tuning** โ Sovereign language data at scale
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- ๐ **RAG Pipelines** โ Pre-chunked, embedding-ready corpora with quality scores
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- ๐๏ธ **Government & Regulatory NLP** โ Domain-classified, jurisdiction-specific data
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- ๐ **Academic Research** โ Reproducible, well-documented datasets with full metadata
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---
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### ๐ฆ Available Datasets
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| Dataset | Records | Coverage | Format |
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|---|---|---|---|
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| ๐ฑ๐ฎ [Liechtenstein Ultra Premium](https://huggingface.co/datasets/OptiTransferData/liechtenstein-ultra-premium-li) | 35,748 | Full `.li` domain | JSONL ยท 37 fields |
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| ๐ซ๐ท [France Sovereign RAG Chunks](https://huggingface.co/datasets/OptiTransferData/france-sovereign-rag-chunks) | 348,829 | French government & institutional web | JSONL ยท 8 fields |
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> **Free gated samples** available on each dataset โ request access to evaluate before purchasing.
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**Coming soon:** ๐ฉ๐ช Germany ยท ๐ฆ๐น Austria ยท ๐จ๐ญ Switzerland ยท ๐ฎ๐น Italy ยท ๐ช๐ธ Spain
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---
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### โ
Quality Standards
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- ๐ **Independent QA audits** with documented accuracy metrics
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- ๐ **SHA-256 integrity verification** on all production files
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- ๐ **Quality scoring** per record (0โ100 scale)
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- ๐ท๏ธ **Domain classification** and language detection
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- ๐ **EU AI Act compliance** โ full data provenance and licensing transparency
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- ๐งน **Deduplication** โ content-level and URL-level
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---
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### ๐ผ Licensing & Access
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| Tier | Access |
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|---|---|
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| **Sample** | Free with gated access โ evaluate data quality |
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| **Full Dataset** | Commercial licence โ complete production data |
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| **Enterprise** | Custom pricing โ dedicated support, SLA, bespoke corpora |
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๐ง **Contact us for a quote:** [data@optitransfer.ch](mailto:data@optitransfer.ch)
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**Payment methods:**
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๐ฆ Bank Transfer (SEPA/SWIFT) ยท ๐ฑ TWINT (Swiss) ยท โฟ Crypto (BTC/ETH/SOL โ addresses on request)
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---
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<p style="text-align: center; color: #888; font-size: 0.9em;">
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๐๏ธ Curated in Switzerland ยท <a href="https://optitransfer.ch">optitransfer.ch</a> ยท <a href="mailto:data@optitransfer.ch">data@optitransfer.ch</a>
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</p>
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</div>
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