TarunSinghal
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README.md
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This fine tunned model will do sentiment analysis,based on 6 sentiments -
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sadness (0), joy (1), love (2), anger (3), fear (4), surprise (5)
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Download Colab Notebook "FineTunnedBertBaseModel_Use.ipynb" for step by step guidance, which is in "Files and Versions" section.
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Overview
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BaseModel : "bert-base-uncased"
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DataSet: dair-ai/emotion
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This fine tunned model will do sentiment analysis,based on 6 sentiments -
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sadness (0), joy (1), love (2), anger (3), fear (4), surprise (5)
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Download and run Colab Notebook "FineTunnedBertBaseModel_Use.ipynb" for step by step guidance, which is in "Files and Versions" section.
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When you run above google colab file you will require following 3 files which is in "Files and versions" section
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1. model.index
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2. checkpoint
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3. model.data-00000-of-00001
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Create a folder on you google drive name, folder name should be "model2.1" and save all these 3 files in it.
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If you want to change folder name instead of model2.1, you want folder name should be "sentimentXYZ" then you have to change
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line "classifier_2.load_weights('/content/drive/MyDrive/FineTunning2/model2.1/model')" in "FineTunnedBertBaseModel_Use.ipynb" to
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"classifier_2.load_weights('/content/drive/MyDrive/FineTunning2/setimentXYZ/model')" this is the path of your save weights on
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In the following path '/content/drive/MyDrive/FineTunning2/model2.1/model'
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Overview
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BaseModel : "bert-base-uncased"
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DataSet: dair-ai/emotion
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