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README.md
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---
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configs:
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- config_name: ara
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data_files:
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- split: train
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path: data/ara/train_marginmse.jsonl
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- config_name: dan
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data_files:
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- split: train
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path: data/dan/train_marginmse.jsonl
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- config_name: deu
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data_files:
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- split: train
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path: data/deu/train_marginmse.jsonl
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- config_name: eng
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data_files:
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- split: train
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path: data/eng/train_marginmse.jsonl
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- config_name: fas
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data_files:
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- split: train
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path: data/fas/train_marginmse.jsonl
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- config_name: fra
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data_files:
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- split: train
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path: data/fra/train_marginmse.jsonl
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- config_name: hin
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data_files:
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- split: train
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path: data/hin/train_marginmse.jsonl
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- config_name: ind
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data_files:
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- split: train
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path: data/ind/train_marginmse.jsonl
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- config_name: ita
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data_files:
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- split: train
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path: data/ita/train_marginmse.jsonl
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- config_name: jpn
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data_files:
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- split: train
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path: data/jpn/train_marginmse.jsonl
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- config_name: kor
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data_files:
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- split: train
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path: data/kor/train_marginmse.jsonl
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- config_name: nld
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data_files:
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- split: train
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path: data/nld/train_marginmse.jsonl
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- config_name: pol
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data_files:
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- split: train
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path: data/pol/train_marginmse.jsonl
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- config_name: por
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data_files:
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- split: train
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path: data/por/train_marginmse.jsonl
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- config_name: rus
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data_files:
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- split: train
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path: data/rus/train_marginmse.jsonl
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- config_name: spa
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data_files:
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- split: train
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path: data/spa/train_marginmse.jsonl
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- config_name: swe
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data_files:
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- split: train
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path: data/swe/train_marginmse.jsonl
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- config_name: tur
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data_files:
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- split: train
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path: data/tur/train_marginmse.jsonl
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- config_name: vie
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data_files:
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- split: train
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path: data/vie/train_marginmse.jsonl
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- config_name: zho
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data_files:
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- split: train
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path: data/zho/train_marginmse.jsonl
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---
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# WebFAQ Distilled (MarginMSE)
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This dataset contains **Hard Negatives** and **Teacher Scores** (from BGE-M3) for the WebFAQ dataset.
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It is designed for training dense retrievers using **MarginMSE Loss**.
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## Structure
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- **query**: The user question.
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- **positive**: The correct answer.
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- **positive_score**: The teacher's score for the positive pair.
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- **negatives**: A list of hard negatives mined via BM25.
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- **negative_scores**: The teacher's scores for each negative.
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## Languages
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20 languages included.
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