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--- |
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library_name: transformers |
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tags: |
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- intel |
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- ipex |
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- emotion-recognition |
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- sentiment-analysis |
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- Beginner Level |
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license: mit |
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language: |
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- en |
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--- |
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model_card_content = """ |
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# Model Card for My Sentiment Analysis Bot : Intel Workshop |
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## Model Description |
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- **Purpose**: For Classifying Emotions from text. |
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- **Model architecture**: Distilbert model |
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- **Training data**: Text examples with labels corresponding to emotions such as ex: sad, happy, love, etc. |
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## Intended Use |
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- **Intended users**: Model created and deployed for learning purposes while following Intel's Huggingface Optimization Workshop. |
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- **Use cases**: Sentiment Analysis, Social Media Comment Filtering, Review Filtering. |
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## Example Sentences |
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- **Input**: Winning the lottery has filled me with an indescribable joy that makes me want to sing and dance! |
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-- **Type of Sentiment**: Happy |
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- **Input**: Saying goodbye to my beloved pet was the hardest thing I've ever done, and the sadness feels like a heavy weight on my heart. |
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-- **Type of Sentiment**: Sad |
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- **Input**: The blatant injustice of the situation infuriates me to the core. How can anyone stand by and allow such unfairness? |
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-- **Type of Sentiment**: Angry |
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- **Input**: I can't believe it - I actually got the job! This is a complete shock, but an amazing one! |
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-- **Type of Sentiment**: Surprised |
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- **Input**: The storm raging outside is terrifying. The howling wind and crashing thunder make me feel uneasy and unsafe. |
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-- **Type of Sentiment**: Fearful |
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## Limitations |
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- **Known limitations**: This deplopyment is done for learning purposes. This is not trained on a big dataset and is not that accurate. Causes erroneous results. |
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## Hardware |
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- **Training Platform**: Intel Developer Cloud Training JupyterLabs using Intel 4th Generation Xeon Processors. |
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- **Link to IDC Training**: https://console.cloud.intel.com/training |
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## Software Optimizations |
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- **Known Optimizations**: Outside of my beginner level understanding. I followed tutorial steps. |
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## Ethical Considerations |
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- **Ethical concerns**: Created for Learning purposes only,may not be monitored, improved. Use with caution. |
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## More Information |
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- developed for Intel workshop : https://software.seek.intel.com/oneapi-ws-hugging-face-toolkit |
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- Followed live tutorials from Eduardo : https://huggingface.co/eduardo-alvarez/emotion-bot-2000 |
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""" |
