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@@ -54,15 +54,15 @@ We extended the vocabulary of the base llama model from 32,000 tokens to 57,000
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  ## Evaluation
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  || SambaLingo-Japanese-Base | ELYZA-japanese-Llama-2-7b-7b | bloom-7b1 | xglm-7.5B | mGPT-13B |
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  |------------------------------|------------------------------|-----------|-----------|----------|--------|
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- | Perplexity (Lower Is Better) | 1.559 | 1.754 | 2.216 | 1.775 | 2.349 |
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- | FLORES en->ja (8 shot, CHRF) | 0.281 | 0.250 | 0.056 | 0.156 | 0.111 |
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- | FLORES ja->en (8 shot, CHRF) | 0.495 | 0.436 | 0.262 | 0.369 | 0.297 |
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  | FLORES en->ja (8 shot, BLEU) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
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- | FLORES ja->en (8 shot, BLEU) | 0.184 | 0.144 | 0.043 | 0.084 | 0.036 |
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- | Belebele (3 shot) | 36.56% | 53.67% | 26.67% | 24.00% | 22.89% |
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- | SIB-200 (3 shot) | 68.63% | 74.02% | 60.29% | 60.78% | 41.18% |
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- | PAWS-X | 46.80% | 50.50% | 45.40% | 51.95% | 45.20% |
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- | XWinograd (0 shot) | 76.64% | 77.58% | 58.92% | 64.96% | 57.77% |
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  ## Uses
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  <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
 
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  ## Evaluation
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  || SambaLingo-Japanese-Base | ELYZA-japanese-Llama-2-7b-7b | bloom-7b1 | xglm-7.5B | mGPT-13B |
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  |------------------------------|------------------------------|-----------|-----------|----------|--------|
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+ | Perplexity (Lower Is Better) | **1.559** | 1.754 | 2.216 | 1.775 | 2.349 |
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+ | FLORES en->ja (8 shot, CHRF) | **0.281** | 0.250 | 0.056 | 0.156 | 0.111 |
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+ | FLORES ja->en (8 shot, CHRF) | **0.495** | 0.436 | 0.262 | 0.369 | 0.297 |
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  | FLORES en->ja (8 shot, BLEU) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
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+ | FLORES ja->en (8 shot, BLEU) | **0.184** | 0.144 | 0.043 | 0.084 | 0.036 |
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+ | Belebele (3 shot) | 36.56% | **53.67%** | 26.67% | 24.00% | 22.89% |
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+ | SIB-200 (3 shot) | 68.63% | **74.02%** | 60.29% | 60.78% | 41.18% |
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+ | PAWS-X | 46.80% | 50.50% | 45.40% | **51.95%** | 45.20% |
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+ | XWinograd (0 shot) | 76.64% | **77.58%** | 58.92% | 64.96% | 57.77% |
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  ## Uses
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  <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->