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@@ -33,6 +33,51 @@ This dataset includes multiple benchmark exams, covering both general academic a
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  - **Thai ONET M3**: Standardized test for grade 9 students in Thailand.
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  - **Thai ONET M6**: Standardized test for grade 12 students in Thailand.
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  ## Dataset Details
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  Each dataset in this collection is designed to assess different facets of Thai language understanding and knowledge in various educational and professional sectors. The dataset is invaluable for training, fine-tuning, and evaluating question-answering systems and other language models in Thai.
 
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  - **Thai ONET M3**: Standardized test for grade 9 students in Thailand.
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  - **Thai ONET M6**: Standardized test for grade 12 students in Thailand.
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+ ### ONET M3 (2021)
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+ - **Subject**: Thai, Social Studies, Mathematics, Science, English
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+ - **Source**: OCR from Public Exam, National Institute of Educational Testing Service (NIETS)
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+ - **Dataset Repository**: OCR and cleaned by iApp Team, donated to OpenThaiGPT.
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+ - [ONET M3 2021 Exam Papers](https://www.niets.or.th/th/content/uploads/editor/files/O-NET/exam_m3_2564/)
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+ ### ONET M6 (2021-2025)
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+ - **Subject**: Thai, Mathematics, Social Studies, Science, English
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+ - **Source**: OCR from Public Exam, National Institute of Educational Testing Service (NIETS)
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+ - **Dataset Repository on Huggingface**: [Thai ONET Exam Dataset](https://huggingface.co/datasets/openthaigpt/thai-onet-exam)
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+ - [ONET M6 2021 Exam Papers](https://www.niets.or.th/th/content/uploads/editor/files/O-NET/exam_m6_2564/)
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+
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+ ### A-Level (2021-2022)
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+ - **Subjects**: Applied Mathematics, Biology, English, Social Studies
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+ - **Source**: Closed-source PDFs purchased from private tutors
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+
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+ ### TGAT (2021)
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+ - **Subjects**: Critical Thinking
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+ - **Source**: Closed-source PDFs purchased from private tutors
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+
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+ ### TPAT1 (2020-2021)
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+ - **Subjects**: Medical Ethics
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+ - **Source**: Closed-source PDFs purchased from private tutors
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+ ### Thai Investment Consultant Licensing Exams
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+ - **Subjects**: IC Plain, IC Complex (P2, P3)
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+ - **Source**: OCR from Public Exam, The Stock Exchange of Thailand (SET)
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+ - **Dataset Repository on Huggingface**: [Thai Investment Consultant Licensing Exams](https://huggingface.co/datasets/openthaigpt/thai-investment-consultant-licensing-exams)
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+ - [IC Exam Papers](https://media.set.or.th)
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+ ### Facebook Belebele Thai (200 Rows)
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+ - **Source**: Open dataset from Huggingface
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+ - **Dataset Repository on Huggingface**: [Facebook Belebele](https://huggingface.co/datasets/facebook/belebele)
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+ - **Note**: The first 200 rows are selected for evaluation speed and cost efficiency. Cleaned by OpenThaiGPT.
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+
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+ ### XCOPA TH (200 Rows)
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+ - **Source**: Open dataset from Huggingface
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+ - **Dataset Repository on Huggingface**: [XCOPA Thai](https://huggingface.co/datasets/xcopa)
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+ - **Note**: The first 200 rows are selected for evaluation speed and cost efficiency. Cleaned by OpenThaiGPT.
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+
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+ ### XNLI 2.0 TH (200 Rows)
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+ - **Source**: Open dataset from Huggingface
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+ - **Dataset Repository on Huggingface**: [XNLI Thai](https://huggingface.co/datasets/xnli)
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+ - **Note**: The first 200 rows are selected for evaluation speed and cost efficiency. Cleaned by OpenThaiGPT.
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  ## Dataset Details
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  Each dataset in this collection is designed to assess different facets of Thai language understanding and knowledge in various educational and professional sectors. The dataset is invaluable for training, fine-tuning, and evaluating question-answering systems and other language models in Thai.