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README.md
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bert-chunker is a text chunker based on BERT with a classifier head to predict the start token of chunks (for use in RAG, etc), and using a sliding window it cuts documents of any size into chunks. It was finetuned on top of [nreimers/MiniLM-L6-H384-uncased](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2). The whole training lasted for 10 minutes on a Nvidia P40 GPU with a 50 MB synthetized dataset.
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A new experimental version is [bert-chunker-
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This repo includes model checkpoint, BertChunker class definition file and all the other files needed.
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bert-chunker is a text chunker based on BERT with a classifier head to predict the start token of chunks (for use in RAG, etc), and using a sliding window it cuts documents of any size into chunks. It was finetuned on top of [nreimers/MiniLM-L6-H384-uncased](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2). The whole training lasted for 10 minutes on a Nvidia P40 GPU with a 50 MB synthetized dataset.
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A new experimental version is [bert-chunker-2](https://huggingface.co/tim1900/bert-chunker-2).
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This repo includes model checkpoint, BertChunker class definition file and all the other files needed.
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