| INTRODUCTION_MD = """ |
| <h1 style="text-align: center;"> |
| 🐢Giskard Evaluator |
| </h1> |
| Welcome to Giskard Evaluator Space! Get your report immediately by simply input your model id and dataset id below. Follow our leads and improve your model in no time. |
| """ |
| CONFIRM_MAPPING_DETAILS_MD = """ |
| <h1 style="text-align: center;"> |
| Confirm Pre-processing Details |
| </h1> |
| Please confirm the pre-processing details below. Align the column names of your model in the <b>dropdown</b> menu to your dataset's. If you are not sure, please double check your model and dataset. |
| """ |
| CONFIRM_MAPPING_DETAILS_FAIL_MD = """ |
| <h1 style="text-align: center;"> |
| Confirm Pre-processing Details |
| </h1> |
| Sorry, we cannot align the input/output of your dataset with the model. <b>Pleaser double check your model and dataset.</b> |
| """ |
|
|
| CONFIRM_MAPPING_DETAILS_FAIL_RAW = """ |
| Sorry, we cannot align the input/output of your dataset with the model. Pleaser double check your model and dataset. |
| """ |
|
|
| CHECK_CONFIG_OR_SPLIT_RAW = """ |
| Please check your dataset config or split. |
| """ |
|
|
| PREDICTION_SAMPLE_MD = """ |
| <h1 style="text-align: center;"> |
| Model Prediction Sample |
| </h1> |
| Here is a sample prediction from your model based on your dataset. |
| """ |
|
|
| MAPPING_STYLED_ERROR_WARNING = """ |
| <h3 style="text-align: center;color: coral; background-color: #fff0f3; border-radius: 8px; padding: 10px; "> |
| Sorry, we cannot auto-align the labels/features of your dataset and model. Please double check. |
| </h3> |
| """ |
|
|
| NOT_TEXT_CLASSIFICATION_MODEL_RAW = """ |
| Your model does not fall under the category of text classification. This page is specifically designated for the evaluation of text classification models. |
| """ |
|
|
| USE_INFERENCE_API_TIP = """ |
| We recommend to use |
| <a href="https://huggingface.co/docs/api-inference/detailed_parameters#text-classification-task"> |
| Hugging Face Inference API |
| </a> |
| for the evaluation, |
| which requires your <a href="https://huggingface.co/settings/tokens">HF token</a>. |
| <br/> |
| Otherwise, an |
| <a href="https://huggingface.co/docs/transformers/main_classes/pipelines#transformers.TextClassificationPipeline"> |
| HF pipeline |
| </a> |
| will be created and run in this Space. It takes more time to get the result. |
| <br/> |
| <b> |
| Do not worry, your HF token is only used in this Space for your evaluation. |
| </b> |
| """ |
|
|
| def get_styled_input(input): |
| return f"""<h3 style="text-align: center;color: #4ca154; background-color: #e2fbe8; border-radius: 8px; padding: 10px; "> |
| Sample input: {input} |
| </h3>""" |
|
|
