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--- |
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title: RASA |
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emoji: 📈 |
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colorFrom: purple |
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colorTo: purple |
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sdk: streamlit |
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sdk_version: 1.28.2 |
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app_file: app.py |
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pinned: false |
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--- |
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |
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# RASA: Research Article Summarization App |
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## Description |
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This application summarizes an uploaded research article PDF using the large language models "LaMini-Flan-T5-77M" or "lsg-bart-base-16384-pubmed". LaMini-Flan-T5-77M is a fine-tuned version of google/flan-t5-small on LaMini-instruction dataset that contains 2.58M samples for instruction fine-tuning. lsg-bart-base-16384-pubmed is a fine-tuned version of ccdv/lsg-bart-base-4096-pubmed on the scientific_papers pubmed dataset. |
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https://huggingface.co/MBZUAI/LaMini-Flan-T5-77M |
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https://huggingface.co/ccdv/lsg-bart-base-16384-pubmed |
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## Table of Contents |
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- [Installation](#installation) |
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- [Usage](#usage) |
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- [Credits](#credits) |
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- [License](#license) |
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## Installation |
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Create a virtual python environment. To install the required python application packages, type "pip install -r requirements.txt" in a terminal window within the virtual python environment. |
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## Usage |
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To run locally, navigate to the project folder and in a terminal window type "streamlit run app.py". |
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## Credits |
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Written by Walter Jessen |
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Based on https://www.youtube.com/watch?v=GIbar_kZzwk |
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## MIT License |
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Copyright (c) 2023 Walter Jessen |
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Permission is hereby granted, free of charge, to any person obtaining a copy |
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of this software and associated documentation files (the "Software"), to deal |
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in the Software without restriction, including without limitation the rights |
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
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copies of the Software, and to permit persons to whom the Software is |
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furnished to do so, subject to the following conditions: |
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The above copyright notice and this permission notice shall be included in all |
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copies or substantial portions of the Software. |
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
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SOFTWARE. |
