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Update README.md
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README.md
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4. Set the Advanced Settings according to your need. Slide the Temperate or/and tick the `do_sample` checkbox to your need.
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![image]()
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## 2. How It Works
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## 4. Additional Note
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The app is a pet project and was made for the author to learn about summarization in NLP. The summarization methodology was derived from [Amin Kamali's summarizer app](https://huggingface.co/spaces/smakamali/summarize_youtube). Due to some contrants, some of the features in the app are still under development.
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<!---Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference-->
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4. Set the Advanced Settings according to your need. Slide the Temperate or/and tick the `do_sample` checkbox to your need.
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5. Summarize it by clicking the Summarize button.
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7. To use the `Key sentence`, `Keywords`, `Fill in the blank`, or `Flashcards` feature, click on the desired tab and click the Generate button after the summarization process is finished.
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![image]()
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<details> Hello
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- test
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</details>
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## 2. How It Works
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## 4. Additional Note
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The app is a pet project and was made for the author to learn about summarization in NLP. The summarization methodology was derived from [Amin Kamali's summarizer app](https://huggingface.co/spaces/smakamali/summarize_youtube). Due to some contrants, some of the features in the app are still under development.
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The LLM used for this summarization is `tiiuae/falcon-7b-instruct` that is primarily intended for a chat-based scenario or for text generation. Because of that, small part of the summarized output may include information not inlucuded in the original text. This problem will be looked into further.
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<!---Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference-->
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