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diff --git a/.venv/lib/python3.12/site-packages/huggingface_hub/templates/modelcard_template.md b/.venv/lib/python3.12/site-packages/huggingface_hub/templates/modelcard_template.md new file mode 100644 index 00000000..79ca15e4 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/huggingface_hub/templates/modelcard_template.md @@ -0,0 +1,200 @@ +--- +# 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 }} +--- + +# Model Card for {{ model_id | default("Model ID", true) }} + +<!-- Provide a quick summary of what the model is/does. --> + +{{ model_summary | default("", true) }} + +## Model Details + +### Model Description + +<!-- Provide a longer summary of what this model is. --> + +{{ model_description | default("", true) }} + +- **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)}} + +### Model Sources [optional] + +<!-- Provide the basic links for the model. --> + +- **Repository:** {{ repo | default("[More Information Needed]", true)}} +- **Paper [optional]:** {{ paper | default("[More Information Needed]", true)}} +- **Demo [optional]:** {{ demo | default("[More Information Needed]", true)}} + +## 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 recommendations.", true)}} + +## How to Get Started with the Model + +Use the code below to get started with the model. + +{{ get_started_code | default("[More Information Needed]", true)}} + +## Training Details + +### Training Data + +<!-- 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. --> + +{{ 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 [optional] + +{{ preprocessing | default("[More Information Needed]", true)}} + + +#### Training Hyperparameters + +- **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 --> + +#### Speeds, Sizes, Times [optional] + +<!-- 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 Dataset 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)}} + +#### Summary + +{{ results_summary | default("", true) }} + +## Model Examination [optional] + +<!-- Relevant interpretability work for the model goes here --> + +{{ 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_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)}} + +## 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_requirements | default("[More Information Needed]", true)}} + +#### Software + +{{ software | default("[More Information Needed]", true)}} + +## Citation [optional] + +<!-- 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)}} |