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@@ -89,9 +89,9 @@ We performed human and machine evaluations on XQuAD zero-shot and one-shot setti
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  ## iAPP Wiki QA
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  | Model | Exact Match (Zero-shot) | F1 (Zero-shot) | Exact Match (One-shot) | F1 (One-shot) |
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  |:--------------:|:-----------------------:|:--------------:|:----------------------:|:-------------:|
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- | openthaigpt7B | 22.0568 | 40.0696 | 31.3938 | 47.9775 |
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- | SeaLLM7B | 8.2544 | 34.4038 | 40.0541 | 58.2673 |
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- | WangchanLion7B | **55.4804** | **67.9262** | **56.4276** | **68.8471** |
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  # What WangchanLion offers:
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  - Transparent pretrained model: The development of SEA-LION is community-driven, with different ASEAN collaborators contributing pretraining datasets. The SEA-LION developers ensure that all datasets are safe and can be utilized without commercial restrictions. This transparency extends to the provision of pretraining code, ensuring anyone can replicate SEA-LION using the provided datasets.
 
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  ## iAPP Wiki QA
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  | Model | Exact Match (Zero-shot) | F1 (Zero-shot) | Exact Match (One-shot) | F1 (One-shot) |
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  |:--------------:|:-----------------------:|:--------------:|:----------------------:|:-------------:|
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+ | openthaigpt7B | 22.06 | 40.07 | 31.39 | 47.98 |
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+ | SeaLLM7B | 8.25 | 34.40 | 40.05 | 58.27 |
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+ | WangchanLion7B | **55.48** | **67.93** | **56.43** | **68.85** |
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  # What WangchanLion offers:
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  - Transparent pretrained model: The development of SEA-LION is community-driven, with different ASEAN collaborators contributing pretraining datasets. The SEA-LION developers ensure that all datasets are safe and can be utilized without commercial restrictions. This transparency extends to the provision of pretraining code, ensuring anyone can replicate SEA-LION using the provided datasets.