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Runtime error
Runtime error
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fbfd6f7
1
Parent(s):
4778387
addded
Browse files- .idea/.gitignore +3 -0
- .idea/Uz-Text-Summarization.iml +8 -0
- .idea/inspectionProfiles/Project_Default.xml +16 -0
- .idea/inspectionProfiles/profiles_settings.xml +6 -0
- .idea/misc.xml +4 -0
- .idea/modules.xml +8 -0
- .idea/vcs.xml +6 -0
- app.py +23 -0
- requirements.txt +2 -0
.idea/.gitignore
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# Default ignored files
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/shelf/
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/workspace.xml
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.idea/Uz-Text-Summarization.iml
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<?xml version="1.0" encoding="UTF-8"?>
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<module type="PYTHON_MODULE" version="4">
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<component name="NewModuleRootManager">
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<content url="file://$MODULE_DIR$" />
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<orderEntry type="inheritedJdk" />
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<orderEntry type="sourceFolder" forTests="false" />
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</component>
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</module>
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.idea/inspectionProfiles/Project_Default.xml
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<component name="InspectionProjectProfileManager">
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<profile version="1.0">
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<option name="myName" value="Project Default" />
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<inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
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<option name="ignoredPackages">
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<value>
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<list size="3">
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<item index="0" class="java.lang.String" itemvalue="onnxruntime-gpu" />
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<item index="1" class="java.lang.String" itemvalue="opencv-python" />
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<item index="2" class="java.lang.String" itemvalue="imread-from-url" />
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</list>
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</value>
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</option>
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</inspection_tool>
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</profile>
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</component>
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.idea/inspectionProfiles/profiles_settings.xml
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<component name="InspectionProjectProfileManager">
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<settings>
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<option name="USE_PROJECT_PROFILE" value="false" />
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<version value="1.0" />
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</settings>
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</component>
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.idea/misc.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8 (rasa2x)" project-jdk-type="Python SDK" />
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</project>
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.idea/modules.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="ProjectModuleManager">
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<modules>
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<module fileurl="file://$PROJECT_DIR$/.idea/Uz-Text-Summarization.iml" filepath="$PROJECT_DIR$/.idea/Uz-Text-Summarization.iml" />
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</modules>
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</component>
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</project>
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.idea/vcs.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="VcsDirectoryMappings">
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<mapping directory="" vcs="Git" />
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</component>
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</project>
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app.py
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import gradio as gr
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import torch
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from transformers import BertTokenizerFast, EncoderDecoderModel
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device = 'cuda' if torch.cuda.is_available() else 'cpu'
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ckpt = 'csebuetnlp/mT5_multilingual_XLSum'
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tokenizer = BertTokenizerFast.from_pretrained(ckpt)
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model = EncoderDecoderModel.from_pretrained(ckpt).to(device)
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def generate_summary(text):
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inputs = tokenizer([text], padding="max_length", truncation=True, max_length=512, return_tensors="pt")
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input_ids = inputs.input_ids.to(device)
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attention_mask = inputs.attention_mask.to(device)
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output = model.generate(input_ids, attention_mask=attention_mask)
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return tokenizer.decode(output[0], skip_special_tokens=True)
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demo = gr.Interface(fn=generate_summary,
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inputs=gr.Textbox(lines=10, placeholder="Insert the text here"),
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outputs=gr.Textbox(lines=4)
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)
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demo.launch()
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requirements.txt
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torch
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transformers
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