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| # For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/modelcard.md?plain=1 | ||
| # Doc / guide: https://huggingface.co/docs/hub/model-cards | ||
| {{ card_data }} | ||
| --- | ||
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| # Model Card for {{ model_id | default("Model ID", true) }} | ||
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| <!-- Provide a quick summary of what the model is/does. --> | ||
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| {{ model_summary | default("", true) }} | ||
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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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| {{ model_description | default("", true) }} | ||
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| - **Developed by:** {{ developers | default("[More Information Needed]", true)}} | ||
| - **Funded by [optional]:** {{ funded_by | default("[More Information Needed]", true)}} | ||
| - **Shared by [optional]:** {{ shared_by | default("[More Information Needed]", true)}} | ||
| - **Model type:** {{ model_type | default("[More Information Needed]", true)}} | ||
| - **Language(s) (NLP):** {{ language | default("[More Information Needed]", true)}} | ||
| - **License:** {{ license | default("[More Information Needed]", true)}} | ||
| - **Finetuned from model [optional]:** {{ base_model | default("[More Information Needed]", true)}} | ||
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| ### Model Sources [optional] | ||
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| <!-- Provide the basic links for the model. --> | ||
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| - **Repository:** {{ repo | default("[More Information Needed]", true)}} | ||
| - **Paper [optional]:** {{ paper | default("[More Information Needed]", true)}} | ||
| - **Demo [optional]:** {{ demo | default("[More Information Needed]", true)}} | ||
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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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| <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> | ||
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| {{ direct_use | default("[More Information Needed]", true)}} | ||
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| ### Downstream Use [optional] | ||
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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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| {{ downstream_use | default("[More Information Needed]", true)}} | ||
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| ### Out-of-Scope Use | ||
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| <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. --> | ||
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| {{ out_of_scope_use | default("[More Information Needed]", true)}} | ||
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| ## Bias, Risks, and Limitations | ||
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| <!-- This section is meant to convey both technical and sociotechnical limitations. --> | ||
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| {{ bias_risks_limitations | default("[More Information Needed]", true)}} | ||
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| ### Recommendations | ||
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| <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> | ||
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| {{ 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 recommendations.", true)}} | ||
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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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| {{ get_started_code | default("[More Information Needed]", true)}} | ||
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| ## Training Details | ||
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| ### Training Data | ||
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| <!-- This should link to a Dataset 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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| {{ training_data | default("[More Information Needed]", true)}} | ||
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| ### Training Procedure | ||
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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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| #### Preprocessing [optional] | ||
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| {{ preprocessing | default("[More Information Needed]", true)}} | ||
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| #### Training Hyperparameters | ||
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| - **Training regime:** {{ training_regime | default("[More Information Needed]", true)}} <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision --> | ||
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| #### Speeds, Sizes, Times [optional] | ||
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| <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. --> | ||
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| {{ speeds_sizes_times | default("[More Information Needed]", true)}} | ||
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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 Dataset Card if possible. --> | ||
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| {{ testing_data | default("[More Information Needed]", true)}} | ||
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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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| {{ testing_factors | default("[More Information Needed]", true)}} | ||
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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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| {{ testing_metrics | default("[More Information Needed]", true)}} | ||
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| ### Results | ||
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| {{ results | default("[More Information Needed]", true)}} | ||
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| #### Summary | ||
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| {{ results_summary | default("", true) }} | ||
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| ## Model Examination [optional] | ||
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| <!-- Relevant interpretability work for the model goes here --> | ||
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| {{ model_examination | default("[More Information Needed]", true)}} | ||
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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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| - **Hardware Type:** {{ hardware_type | 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)}} | ||
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| ## Technical Specifications [optional] | ||
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| ### Model Architecture and Objective | ||
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| {{ model_specs | default("[More Information Needed]", true)}} | ||
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| ### Compute Infrastructure | ||
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| {{ compute_infrastructure | default("[More Information Needed]", true)}} | ||
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| #### Hardware | ||
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| {{ hardware_requirements | default("[More Information Needed]", true)}} | ||
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| #### Software | ||
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| {{ software | default("[More Information Needed]", true)}} | ||
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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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| {{ citation_bibtex | default("[More Information Needed]", true)}} | ||
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| **APA:** | ||
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| {{ citation_apa | default("[More Information Needed]", true)}} | ||
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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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| {{ glossary | default("[More Information Needed]", true)}} | ||
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| ## More Information [optional] | ||
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| {{ more_information | default("[More Information Needed]", true)}} | ||
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| ## Model Card Authors [optional] | ||
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| {{ model_card_authors | default("[More Information Needed]", true)}} | ||
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| ## Model Card Contact | ||
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| {{ model_card_contact | default("[More Information Needed]", true)}} |