06f1fd69a6
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2.3 KiB
2.3 KiB
データ照合者
データ照合器は、データセット要素のリストを入力として使用してバッチを形成するオブジェクトです。これらの要素は、
train_dataset または eval_dataset の要素と同じ型。
バッチを構築できるようにするために、データ照合者は何らかの処理 (パディングなど) を適用する場合があります。そのうちのいくつかは（
[DataCollatorForLanguageModeling]) ランダムなデータ拡張 (ランダム マスキングなど) も適用します
形成されたバッチ上で。
使用例は、サンプル スクリプト または サンプル ノートブック にあります。
Default data collator
autodoc data.data_collator.default_data_collator
DefaultDataCollator
autodoc data.data_collator.DefaultDataCollator
DataCollatorWithPadding
autodoc data.data_collator.DataCollatorWithPadding
DataCollatorForTokenClassification
autodoc data.data_collator.DataCollatorForTokenClassification
DataCollatorForSeq2Seq
autodoc data.data_collator.DataCollatorForSeq2Seq
DataCollatorForLanguageModeling
autodoc data.data_collator.DataCollatorForLanguageModeling - numpy_mask_tokens - torch_mask_tokens
DataCollatorForWholeWordMask
autodoc data.data_collator.DataCollatorForWholeWordMask - numpy_mask_tokens - torch_mask_tokens
DataCollatorForPermutationLanguageModeling
autodoc data.data_collator.DataCollatorForPermutationLanguageModeling - numpy_mask_tokens - torch_mask_tokens