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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.
"""
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 auto-align the input/output of your dataset with the model.
"""
CHECK_CONFIG_OR_SPLIT_RAW = """
Please check your dataset config or split.
"""
CHECK_LOG_SECTION_RAW = """
Your have successfully submitted a Giskard evaluation. Further details are available in the Logs tab. You can find your report will be posted to your model's community discussion.
"""
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: orange; background-color: #fff0f3; border-radius: 8px; padding: 10px; ">
⚠️ We cannot auto-align the labels/features of your dataset and model. Please double check the info below before your submission.
</h3>
"""
UNMATCHED_MODEL_DATASET_STYLED_ERROR = """
<h3 style="text-align: center;color: #fa5f5f; background-color: #fbe2e2; border-radius: 8px; padding: 10px; ">
❌ Your model and dataset have different numbers of labels. Please double check your model and dataset.
</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>
"""
HF_TOKEN_INVALID_STYLED= """
<p style="text-align: left;color: red; ">
Your Hugging Face token is invalid. Please double check your token.
</p>
"""
def get_dataset_fetch_error_raw(error):
return f"""Sorry you cannot use this dataset because {error} Contact HF team to support this dataset."""
def get_styled_input(input):
return f"""<h3 style="text-align: center;color: #4ca154; background-color: #e2fbe8; border-radius: 8px; padding: 10px; ">
Your model and dataset have been validated! <br /> Sample input: {input}
</h3>"""
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