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license: mit
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# Advanced FastText Modification
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## Overview
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This software is an **innovative version of FastText**, optimized to use its classification system for **fast and efficient word prediction**. With capabilities that can surpass modern language models, it delivers exceptional performance.
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## Processing Capacity
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- **Speed:** 800 tokens/thread/second.
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- **Performance on Common Hardware:** On a notebook with 16 threads, the program processes approximately **50 billion tokens per hour**.
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# Advanced FastText Modification
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## Overview
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This software is an **innovative version of FastText**, optimized to use its classification system for **fast and efficient word prediction**. With capabilities that can surpass modern language models, it delivers exceptional performance.
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## Model Training
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- **Data Used:** The models were trained with more than **20,000 question and answer (QA) interactions** from the **Wizard Evo instruct** dataset.
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- **Focus on Dynamic Learning:** This approach guarantees in-depth understanding in contexts of dialogue and interaction.
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## Processing Capacity
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- **Speed:** 800 tokens/thread/second.
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- **Performance on Common Hardware:** On a notebook with 16 threads, the program processes approximately **50 billion tokens per hour**.
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