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| {{card_data}} | |
| # {{ model_id }} | |
| <!--> Provide a quick summary of what the model is/does. <!--> | |
| # Table of Contents | |
| - [{{ model_id }}](#-model_id-) | |
| - [Table of Contents](#table-of-contents) | |
| - [Model Details](#model-details) | |
| - [Model Description](#model-description) | |
| - [Uses](#uses) | |
| - [Direct Use](#direct-use) | |
| - [Downstream Use [Optional]](#downstream-use-optional) | |
| - [Out-of-Scope Use](#out-of-scope-use) | |
| - [Bias, Risks, and Limitations](#bias-risks-and-limitations) | |
| - [Recommendations](#recommendations) | |
| - [Training Details](#training-details) | |
| - [Training Data](#training-data) | |
| - [Training Procedure](#training-procedure) | |
| - [Preprocessing](#preprocessing) | |
| - [Speeds, Sizes, Times](#speeds-sizes-times) | |
| - [Evaluation](#evaluation) | |
| - [Testing Data, Factors & Metrics](#testing-data-factors--metrics) | |
| - [Testing Data](#testing-data) | |
| - [Factors](#factors) | |
| - [Metrics](#metrics) | |
| - [Results](#results) | |
| - [Model Examination](#model-examination) | |
| - [Environmental Impact](#environmental-impact) | |
| - [Technical Specifications [optional]](#technical-specifications-optional) | |
| - [Model Architecture and Objective](#model-architecture-and-objective) | |
| - [Compute Infrastructure](#compute-infrastructure) | |
| - [Hardware](#hardware) | |
| - [Software](#software) | |
| - [Citation](#citation) | |
| - [Glossary [optional]](#glossary-optional) | |
| - [More Information [optional]](#more-information-optional) | |
| - [Model Card Authors [optional]](#model-card-authors-optional) | |
| - [Model Card Contact](#model-card-contact) | |
| - [How to Get Started with the Model](#how-to-get-started-with-the-model) | |
| # Model Details | |
| ## Model Description | |
| <!--> Provide a longer summary of what this model is. <!--> | |
| {{ the_model_description | default("More information needed", true)}} | |
| - **Developed by:** {{ developers | default("More information needed", true)}} | |
| - **Shared by [Optional]:** {{ shared_by | default("More information needed", true)}} | |
| - **Model type:** Language model | |
| - **Language(s) (NLP):** {{ language | default("More information needed", true)}} | |
| - **License:** {{ license | default("More information needed", true)}} | |
| - **Related Models:** {{ related_models | join(', ') | default("More information needed", true)}} | |
| {{ " - [Parent Model]({0})".format(repo_link) if parent_model_link }} | |
| - **Resources for more information:** {{ more_resources | default("More information needed", true)}} | |
| {{ " - [GitHub Repo]({0})".format(repo_link) if repo_link }} | |
| {{ " - [Associated Paper]({0})".format(paper_link) if paper_link }} | |
| {{ " - [Blog Post]({0})".format(blog_link) if blog_link }} | |
| # Uses | |
| <!--> Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. <!--> | |
| ## Direct Use | |
| <!--> This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. <!--> | |
| {{ direct_use | default("More information needed", true)}} | |
| ## Downstream Use [Optional] | |
| <!--> This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app <!--> | |
| {{ downstream_use | default("More information needed", true)}} | |
| ## Out-of-Scope Use | |
| <!--> This section addresses misuse, malicious use, and uses that the model will not work well for. <!--> | |
| {{ out_of_scope_use | default("More information needed", true)}} | |
| # Bias, Risks, and Limitations | |
| <!--> This section is meant to convey both technical and sociotechnical limitations. <!--> | |
| {{ bias_risks_limitations | default("More information needed", true)}} | |
| ## Recommendations | |
| <!--> This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. <!--> | |
| {{ bias_recommendations | default("Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recomendations.", true)}} | |
| # Training Details | |
| ## Training Data | |
| <!--> 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. <!--> | |
| {{ training_data | default("More information needed", true)}} | |
| ## Training Procedure | |
| <!--> This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. <!--> | |
| ### Preprocessing | |
| {{ preprocessing | default("More information needed", true)}} | |
| ### Speeds, Sizes, Times | |
| <!--> This section provides information about throughput, start/end time, checkpoint size if relevant, etc. <!--> | |
| {{ speeds_sizes_times | default("More information needed", true)}} | |
| # Evaluation | |
| <!--> This section describes the evaluation protocols and provides the results. <!--> | |
| ## Testing Data, Factors & Metrics | |
| ### Testing Data | |
| <!--> This should link to a Data Card if possible. <!--> | |
| {{ testing_data | default("More information needed", true)}} | |
| ### Factors | |
| <!--> These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. <!--> | |
| {{ testing_factors | default("More information needed", true)}} | |
| ### Metrics | |
| <!--> These are the evaluation metrics being used, ideally with a description of why. <!--> | |
| {{ testing_metrics | default("More information needed", true)}} | |
| ## Results | |
| {{ results | default("More information needed", true)}} | |
| # Model Examination | |
| {{ model_examination | default("More information needed", true)}} | |
| # Environmental Impact | |
| <!--> Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly <!--> | |
| 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). | |
| - **Hardware Type:** {{ hardware | default("More information needed", true)}} | |
| - **Hours used:** {{ hours_used | default("More information needed", true)}} | |
| - **Cloud Provider:** {{ cloud_provider | default("More information needed", true)}} | |
| - **Compute Region:** {{ cloud_region | default("More information needed", true)}} | |
| - **Carbon Emitted:** {{ co2_emitted | default("More information needed", true)}} | |
| # Technical Specifications [optional] | |
| ## Model Architecture and Objective | |
| {{ model_specs | default("More information needed", true)}} | |
| ## Compute Infrastructure | |
| {{ compute_infrastructure | default("More information needed", true)}} | |
| ### Hardware | |
| {{ hardware | default("More information needed", true)}} | |
| ### Software | |
| {{ software | default("More information needed", true)}} | |
| # Citation | |
| <!--> If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. <!--> | |
| **BibTeX:** | |
| {{ citation_bibtex | default("More information needed", true)}} | |
| **APA:** | |
| {{ citation_apa | default("More information needed", true)}} | |
| # Glossary [optional] | |
| <!--> If relevant, include terms and calculations in this section that can help readers understand the model or model card. <!--> | |
| {{ glossary | default("More information needed", true)}} | |
| # More Information [optional] | |
| {{ more_information | default("More information needed", true)}} | |
| # Model Card Authors [optional] | |
| {{ model_card_authors | default("More information needed", true)}} | |
| # Model Card Contact | |
| {{ model_card_contact | default("More information needed", true)}} | |
| # How to Get Started with the Model | |
| Use the code below to get started with the model. | |
| <details> | |
| <summary> Click to expand </summary> | |
| {{ get_started_code | default("More information needed", true)}} | |
| </details> | |