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+ ---
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+ language: en
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+ ---
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+
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+ # Model Card for BenjaminOcampo/task-implicit_task__model-bert__aug_method-aav
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+ # Table of Contents
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+
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+ 1. [Model Details](#model-details)
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+ 2. [Uses](#uses)
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+ 3. [Bias, Risks, and Limitations](#bias-risks-and-limitations)
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+ 4. [Training Details](#training-details)
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+ 5. [Evaluation](#evaluation)
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+ 6. [Model Examination](#model-examination-optional)
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+ 7. [Environmental Impact](#environmental-impact)
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+ 8. [Technical Specifications](#technical-specifications-optional)
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+ 9. [Citation](#citation-optional)
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+ 10. [Glossary](#glossary-optional)
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+ 11. [More Information](#more-information-optional)
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+ 12. [Model Card Authors](#model-card-authors-optional)
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+ 13. [Model Card Contact](#model-card-contact)
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+ 14. [How To Get Started With the Model](#how-to-get-started-with-the-model)
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+
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+
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+ # Model Details
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+
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+ ## Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+
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+ **Classification results dev set**
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+ ```
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+ precision recall f1-score support
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+
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+ 0 0.89 0.89 0.89 2680
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+ 1 0.81 0.82 0.82 1501
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+ 2 0.37 0.32 0.34 186
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+
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+ accuracy 0.84 4367
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+ macro avg 0.69 0.68 0.68 4367
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+ weighted avg 0.84 0.84 0.84 4367
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+ ```
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+ **Classification results test set**
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+ ```
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+ precision recall f1-score support
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+
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+ 0 0.89 0.90 0.90 2681
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+ 1 0.82 0.82 0.82 1501
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+ 2 0.49 0.39 0.43 186
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+
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+ accuracy 0.85 4368
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+ macro avg 0.73 0.70 0.72 4368
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+ weighted avg 0.85 0.85 0.85 4368
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+ ```
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+
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+
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+ - **Developed by:** Nicolás Benjamín Ocampo
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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:** [More Information Needed]
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+ - **Finetuned from model [optional]:** [More Information Needed]
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+ - **Resources for more information:** [More Information Needed]
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+
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+ # Uses
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+
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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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+
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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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+ # 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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+
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+ [More Information Needed]
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+
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+ ### Speeds, Sizes, Times
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+
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+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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+
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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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+
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+ ## Testing Data, Factors & Metrics
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+
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+ ### Testing Data
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+
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+ <!-- This should link to a Data Card if possible. -->
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+
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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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+
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+ ### Metrics
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+
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+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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+
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+ [More Information Needed]
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+
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+ ## Results
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+
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+ [More Information Needed]
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+
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+ # Model Examination [optional]
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+
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+ <!-- Relevant interpretability work for the model goes here -->
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+
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+ [More Information Needed]
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+
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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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+
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+ # Technical Specifications [optional]
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+
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+ ## Model Architecture and Objective
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+
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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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+
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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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+
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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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+ # How to Get Started with the Model
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+ Use the code below to get started with the model.
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+ <details>
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+ <summary> Click to expand </summary>
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+
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+ [More Information Needed]
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+ </details>