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@@ -178,7 +178,7 @@ From EmbeddingGemma-300m checkpoint; contrastive framework (InfoNCE with hard ne
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  ## Evaluation
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  ### Framework
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- Assessed on internal multilingual retrieval suites (20-35% gains in low-resource hit@10). External benchmarks (MTEB multilingual, BEIR, Mr. TyDi, mMARCO, STS-B, XNLI, MultiGLUE) in preparation—projected 25% uplift.
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  Qualitative: Tight t-SNE clustering for parallels; excels in complex/mixed-language inputs.
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  ## Evaluation
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  ### Framework
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+ Assessed on internal multilingual retrieval suites (5-10% gains in low-resource hit@10). External benchmarks (MTEB multilingual, BEIR, Mr. TyDi, mMARCO, STS-B, XNLI, MultiGLUE) in preparation.
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  Qualitative: Tight t-SNE clustering for parallels; excels in complex/mixed-language inputs.
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