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Tencent releases EVIE-8B and EVIE-4.5B for visual document retrieval

Tencent ships EVIE-8B and EVIE-4.5B visual document retrieval models, with EVIE-8B hitting 66.75 nDCG@10 on ViDoRe V3.

๐Ÿš€ RELEASES & LAUNCHES

  • Tencent releases EVIE-8B and EVIE-4.5B for visual document retrieval
    Tencent released EVIE-8B and EVIE-4.5B visual document retrieval models.
    • For developers building visual document search across layouts, charts, tables, and typography.
    • EVIE-8B delivers 66.75 nDCG@10 on ViDoRe V3 with 4,096-dimensional per-token multi-vector embeddings.
    • The models were evaluated across 138 tasks spanning ViDoRe V1โ€“V3 and JinaVDR.
    • EVIE-8B provides distillation targets for the lighter EVIE-4.5B Prefix-MRL model.
    • Fine-grained multi-vector representations preserve document structure for visual retrieval systems.
    Sources ๐Ÿ“„ Source: huggingface.co ยท ๐Ÿ“Ž Coverage: reddit.com ยท ๐Ÿ‘ via r/LocalLLaMA

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