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1 Parent(s): db8ac73

change wordings

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  1. wordings.py +11 -15
wordings.py CHANGED
@@ -2,23 +2,23 @@ INTRODUCTION_MD = """
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  <h1 style="text-align: center;">
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  🐢Giskard Evaluator
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  </h1>
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- 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.
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  """
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  CONFIRM_MAPPING_DETAILS_MD = """
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  <h1 style="text-align: center;">
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  Confirm Pre-processing Details
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  </h1>
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- 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.
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  """
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  CONFIRM_MAPPING_DETAILS_FAIL_MD = """
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  <h1 style="text-align: center;">
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  Confirm Pre-processing Details
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  </h1>
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- Sorry, we cannot align the input/output of your dataset with the model. <b>Pleaser double check your model and dataset.</b>
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  """
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  CONFIRM_MAPPING_DETAILS_FAIL_RAW = """
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- Sorry, we cannot auto-align the input/output of your dataset with the model.
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  """
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  CHECK_CONFIG_OR_SPLIT_RAW = """
@@ -33,12 +33,12 @@ PREDICTION_SAMPLE_MD = """
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  <h1 style="text-align: center;">
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  Model Prediction Sample
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  </h1>
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- Here is a sample prediction from your model based on your dataset.
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  """
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  MAPPING_STYLED_ERROR_WARNING = """
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  <h3 style="text-align: center;color: orange; background-color: #fff0f3; border-radius: 8px; padding: 10px; ">
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- ⚠️ We cannot auto-align the labels/features of your dataset and model. Please double check the info below before your submission.
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  </h3>
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  """
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@@ -53,22 +53,18 @@ NOT_TEXT_CLASSIFICATION_MODEL_RAW = """
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  """
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  USE_INFERENCE_API_TIP = """
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- We recommend to use
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  <a href="https://huggingface.co/docs/api-inference/detailed_parameters#text-classification-task">
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  Hugging Face Inference API
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  </a>
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- for the evaluation,
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- which requires your <a href="https://huggingface.co/settings/tokens">HF token</a>.
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  <br/>
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- Otherwise, an
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  <a href="https://huggingface.co/docs/transformers/main_classes/pipelines#transformers.TextClassificationPipeline">
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- HF pipeline
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  </a>
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- will be created and run in this Space. It takes more time to get the result.
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  <br/>
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- <b>
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- Do not worry, your HF token is only used in this Space for your evaluation.
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- </b>
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  """
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  HF_TOKEN_INVALID_STYLED= """
 
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  <h1 style="text-align: center;">
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  🐢Giskard Evaluator
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  </h1>
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+ Welcome to the Giskard Evaluator Space! Get a model vulnerability report immediately by simply sharing your model and dataset id below.
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  """
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  CONFIRM_MAPPING_DETAILS_MD = """
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  <h1 style="text-align: center;">
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  Confirm Pre-processing Details
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  </h1>
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+ Make sure the output variable's labels and the input variable's name are accurately mapped across both the dataset and the model.
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  """
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  CONFIRM_MAPPING_DETAILS_FAIL_MD = """
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  <h1 style="text-align: center;">
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  Confirm Pre-processing Details
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  </h1>
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+ We're unable to automatically map the input variable's name and output variable's labels of your dataset with the model's. <b>Please manually check the mapping below.</b>
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  """
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  CONFIRM_MAPPING_DETAILS_FAIL_RAW = """
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+ We're unable to automatically map the input variable's name and output variable's labels of your dataset with the model's. <b>Please manually check the mapping below.</b>
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  """
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  CHECK_CONFIG_OR_SPLIT_RAW = """
 
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  <h1 style="text-align: center;">
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  Model Prediction Sample
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  </h1>
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+ Here's a sample of your model's prediction on an example from the dataset.
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  """
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  MAPPING_STYLED_ERROR_WARNING = """
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  <h3 style="text-align: center;color: orange; background-color: #fff0f3; border-radius: 8px; padding: 10px; ">
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+ ⚠️ We're unable to automatically map the input variable's name and output variable's labels of your dataset with the model's. <b>Please manually check the mapping below.</b>
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  </h3>
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  """
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  """
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  USE_INFERENCE_API_TIP = """
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+ To speed up the evaluation, we recommend using the
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  <a href="https://huggingface.co/docs/api-inference/detailed_parameters#text-classification-task">
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  Hugging Face Inference API
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  </a>
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+ . Please input your <a href="https://huggingface.co/settings/tokens">Hugging Face token</a> to do so.
 
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  <br/>
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+ Alternatively, a
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  <a href="https://huggingface.co/docs/transformers/main_classes/pipelines#transformers.TextClassificationPipeline">
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+ Hugging Face pipeline
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  </a>
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+ will be run in this Space. This will take significantly more time to get results than via the Hugging Face Inference API.
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  <br/>
 
 
 
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  """
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  HF_TOKEN_INVALID_STYLED= """