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@@ -14,6 +14,11 @@ This repository contains the model weights for [distil-large-v3](https://hugging
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  converted to [CTranslate2](https://github.com/OpenNMT/CTranslate2) format. CTranslate2 is a fast inference engine for
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  Transformer models and is the supported backend for the [Faster-Whisper](https://github.com/systran/faster-whisper) package.
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  ## Usage
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  To use the model in Faster-Whisper, first install the PyPi package according to the [official instructions](https://github.com/SYSTRAN/faster-whisper#installation).
 
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  converted to [CTranslate2](https://github.com/OpenNMT/CTranslate2) format. CTranslate2 is a fast inference engine for
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  Transformer models and is the supported backend for the [Faster-Whisper](https://github.com/systran/faster-whisper) package.
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+ Compared to previous Distil-Whisper releases, distil-large-v3 is specifically designed to give one-to-one equivalence
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+ with the OpenAI Whisper long-form transcription algorithm. In our benchmark over 4 out-of-distribution datasets, distil-large-v3
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+ outperformed distil-large-v2 by 5% WER average. Thus, you can expect significant performance gains by switching to this
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+ latest checkpoint.
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+
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  ## Usage
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  To use the model in Faster-Whisper, first install the PyPi package according to the [official instructions](https://github.com/SYSTRAN/faster-whisper#installation).