| | --- |
| | license: mit |
| | datasets: |
| | - dair-ai/emotion |
| | tags: |
| | - text-classification |
| | - Emotion Classification |
| | language: |
| | - en |
| | metrics: |
| | - accuracy |
| | model-index: |
| | - name: roberta-emotion |
| | results: |
| | - task: |
| | name: Text Classification |
| | type: text-classification |
| | dataset: |
| | name: emotion |
| | type: emotion |
| | split: test |
| | metrics: |
| | - name: Accuracy |
| | type: accuracy |
| | value: 0.933 |
| | --- |
| | # Model Card for Model ID |
| |
|
| | <!-- Provide a quick summary of what the model is/does. --> |
| |
|
| | ## Model Details |
| |
|
| | ### Model Description |
| |
|
| | <!-- Provide a longer summary of what this model is. --> |
| |
|
| | - **Developed by:** [More Information Needed] |
| | - **Shared by [optional]:** [More Information Needed] |
| | - **Model type:** [More Information Needed] |
| | - **Language(s) (NLP):** [More Information Needed] |
| | - **License:** [More Information Needed] |
| | - **Finetuned from model [optional]:** [More Information Needed] |
| |
|
| | ## How to Get Started with the Model |
| |
|
| | Use the code below to get started with the model. |
| |
|
| | [More Information Needed] |
| |
|
| | ## Training Details |
| |
|
| | ### Training Data |
| |
|
| | <!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. --> |
| |
|
| | [More Information Needed] |
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|
| | ### Training Procedure |
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|
| | <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. --> |
| |
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| | #### Preprocessing [optional] |
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| | [More Information Needed] |
| |
|
| | #### Training Hyperparameters |
| |
|
| | - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision --> |
| |
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| | ## Evaluation |
| |
|
| | <!-- This section describes the evaluation protocols and provides the results. --> |
| |
|
| | ### Testing Data, Factors & Metrics |
| |
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| | #### Testing Data |
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|
| | <!-- This should link to a Data Card if possible. --> |
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|
| | [More Information Needed] |
| |
|
| | #### Metrics |
| |
|
| | <!-- These are the evaluation metrics being used, ideally with a description of why. --> |
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|
| | [More Information Needed] |
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| | ### Results |
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| | [More Information Needed] |
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| | #### Summary |
| |
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| | ## Technical Specifications [optional] |
| |
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| | ### Model Architecture and Objective |
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| | [More Information Needed] |
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| | ## Model Card Authors [optional] |
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|
| | [More Information Needed] |
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