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@@ -48,6 +48,22 @@ what makes <em>you</em> tick. Let&rsquo;s dive in together! 🎤💻✨</p>
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  <h4>Install NVIDIA Canary-1B-Flash fully free software Large Language Model (LLM) for speech recognition</h4>
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  <h4>Run NVIDIA Canary-1B-Flash as server</h4>
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  <h4>Prepare Shell scripts</h4>
 
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  <h4>Install NVIDIA Canary-1B-Flash fully free software Large Language Model (LLM) for speech recognition</h4>
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+ <p>The Canary-1B-Flash model is a cutting-edge multilingual multi-tasking
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+ model based on the Canary architecture, designed to achieve
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+ state-of-the-art performance in various speech benchmarks. It has 883
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+ million parameters and delivers high inference speeds, exceeding 1000
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+ RTFx on the OpenASR Leaderboard datasets. Canary-1B-Flash supports
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+ automatic speech-to-text recognition (ASR) in English, German, French,
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+ and Spanish. Additionally, it facilitates translation between these
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+ languages, with options for output with or without punctuation and
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+ capitalization. The model includes experimental features for
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+ generating word-level and segment-level timestamps, making it
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+ versatile for applications requiring precise temporal
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+ information. Canary-1B-Flash operates using a FastConformer Encoder
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+ and a Transformer Decoder, combined with a concatenated tokenizer that
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+ leverages SentencePiece for scalability across languages. This model
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+ is available under the CC-BY-4.0 license.</p>
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+
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  <h4>Run NVIDIA Canary-1B-Flash as server</h4>
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  <h4>Prepare Shell scripts</h4>