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  ---
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- license: apache-2.0
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- tags:
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- - generated_from_keras_callback
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- model-index:
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- - name: nandysoham16/1-clustered_aug
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- results: []
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  ---
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- <!-- This model card has been generated automatically according to the information Keras had access to. You should
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- probably proofread and complete it, then remove this comment. -->
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- # nandysoham16/1-clustered_aug
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- This model is a fine-tuned version of [Rocketknight1/distilbert-base-uncased-finetuned-squad](https://huggingface.co/Rocketknight1/distilbert-base-uncased-finetuned-squad) on an unknown dataset.
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- It achieves the following results on the evaluation set:
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- - Train Loss: 0.5273
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- - Train End Logits Accuracy: 0.8619
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- - Train Start Logits Accuracy: 0.8045
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- - Validation Loss: 0.5335
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- - Validation End Logits Accuracy: 0.8453
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- - Validation Start Logits Accuracy: 0.8111
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- - Epoch: 1
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- ## Model description
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- More information needed
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- ## Intended uses & limitations
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- More information needed
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- ## Training and evaluation data
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- More information needed
 
 
 
 
 
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- ## Training procedure
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- ### Training hyperparameters
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- The following hyperparameters were used during training:
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- - optimizer: {'name': 'Adam', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 438, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
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- - training_precision: float32
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- ### Training results
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- | Train Loss | Train End Logits Accuracy | Train Start Logits Accuracy | Validation Loss | Validation End Logits Accuracy | Validation Start Logits Accuracy | Epoch |
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- |:----------:|:-------------------------:|:---------------------------:|:---------------:|:------------------------------:|:--------------------------------:|:-----:|
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- | 0.9632 | 0.7394 | 0.6749 | 0.6510 | 0.8146 | 0.7679 | 0 |
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- | 0.5273 | 0.8619 | 0.8045 | 0.5335 | 0.8453 | 0.8111 | 1 |
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- ### Framework versions
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- - Transformers 4.26.0
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- - TensorFlow 2.9.2
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- - Datasets 2.9.0
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- - Tokenizers 0.13.2
 
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  ---
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+ language: en
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+ license: mit
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+ library_name: keras
 
 
 
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  ---
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+ # Model Card for Model ID
 
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+ <!-- Provide a quick summary of what the model is/does. -->
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+ # Model Details
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+ ## Model Description
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+ <!-- Provide a longer summary of what this model is. -->
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+ ['Separation_of_powers_under_the_United_States_Constitution', 'Canon_law', 'Race_and_ethnicity_in_the_United_States_Census', 'Capital_punishment_in_the_United_States', 'Law_of_the_United_States', 'Supreme_court', 'Rule_of_law', 'Royal_assent', 'Endangered_Species_Act', 'Separation_of_church_and_state_in_the_United_States']
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+ - **Developed by:** nandysoham
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+ - **Shared by [optional]:** [More Information Needed]
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+ - **Model type:** [More Information Needed]
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+ - **Language(s) (NLP):** en
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+ - **License:** mit
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+ - **Finetuned from model [optional]:** [More Information Needed]
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+ ## Model Sources [optional]
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+ <!-- Provide the basic links for the model. -->
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+ - **Repository:** [More Information Needed]
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+ - **Paper [optional]:** [More Information Needed]
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+ - **Demo [optional]:** [More Information Needed]
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+ # Uses
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
 
 
 
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+ ## Direct Use
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+
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+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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+
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+ [More Information Needed]
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+
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+ ## Downstream Use [optional]
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+
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+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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+
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+ [More Information Needed]
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+
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+ ## Out-of-Scope Use
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+
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+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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+
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+ [More Information Needed]
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+
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+ # Bias, Risks, and Limitations
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+
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+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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+
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+ [More Information Needed]
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+
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+ ## Recommendations
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+
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+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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+
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+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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+
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+ ## How to Get Started with the Model
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+
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+ Use the code below to get started with the model.
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+
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+ [More Information Needed]
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+
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+ # Training Details
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+
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+ ## Training Data
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+
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+ <!-- 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. -->
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+
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+ [More Information Needed]
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+
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+ ## Training Procedure [optional]
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+
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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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+
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+ ### Preprocessing
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+ [More Information Needed]
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+
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+ ### Speeds, Sizes, Times
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+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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+ [More Information Needed]
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+
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+ # Evaluation
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+ <!-- This section describes the evaluation protocols and provides the results. -->
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+ ## 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]
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+
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+ ### Factors
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+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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+ [More Information Needed]
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+ ### Metrics
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+ <!-- 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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+ # Model Examination [optional]
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+ <!-- Relevant interpretability work for the model goes here -->
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+ [More Information Needed]
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+ # Environmental Impact
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+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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+
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+ - **Hardware Type:** [More Information Needed]
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+ - **Hours used:** [More Information Needed]
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+ - **Cloud Provider:** [More Information Needed]
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+ - **Compute Region:** [More Information Needed]
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+ - **Carbon Emitted:** [More Information Needed]
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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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+ ## Compute Infrastructure
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+ [More Information Needed]
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+ ### Hardware
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+ [More Information Needed]
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+ ### Software
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+ [More Information Needed]
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+ # Citation [optional]
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+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+ **BibTeX:**
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+ [More Information Needed]
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+ **APA:**
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+ [More Information Needed]
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+ # Glossary [optional]
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+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+ [More Information Needed]
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+ # More Information [optional]
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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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+ # Model Card Contact
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+ [More Information Needed]
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