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library_name: transformers |
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tags: [] |
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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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| Tasks |Version|Filter|n-shot| Metric |Value | |Stderr| |
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|-------------|------:|------|-----:|--------|-----:|---|-----:| |
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|arc_challenge| 1|none | 25|acc |0.1792|± |0.0112| |
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| | |none | 25|acc_norm|0.2065|± |0.0118| |
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|truthfulqa_mc2| 2|none | 0|acc |0.4553|± |0.0154| |
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|winogrande| 1|none | 5|acc |0.4972|± |0.0141| |
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|hellaswag| 1|none | 10|acc |0.2703|± |0.0044| |
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| | |none | 10|acc_norm|0.2796|± |0.0045| |
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|gsm8k| 3|strict-match | 5|exact_match|0.0000|± |0.0000| |
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| | |flexible-extract| 5|exact_match|0.0144|± |0.0033| |
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(0.24656842105263158, 0.004373961821155628) |
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| Tasks |Version|Filter|n-shot|Metric|Value | |Stderr| |
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|-----------------------------------|------:|------|-----:|------|-----:|---|-----:| |
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|world_religions | 0|none | 5|acc |0.2573|± |0.0335| |
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|virology | 0|none | 5|acc |0.2831|± |0.0351| |
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|us_foreign_policy | 0|none | 5|acc |0.2500|± |0.0435| |
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|sociology | 0|none | 5|acc |0.2438|± |0.0304| |
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|security_studies | 0|none | 5|acc |0.2327|± |0.0270| |
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|public_relations | 0|none | 5|acc |0.2273|± |0.0401| |
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|professional_psychology | 0|none | 5|acc |0.2500|± |0.0175| |
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|professional_medicine | 0|none | 5|acc |0.4485|± |0.0302| |
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|professional_law | 0|none | 5|acc |0.2458|± |0.0110| |
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|professional_accounting | 0|none | 5|acc |0.2624|± |0.0262| |
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|prehistory | 0|none | 5|acc |0.2130|± |0.0228| |
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|philosophy | 0|none | 5|acc |0.1929|± |0.0224| |
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|nutrition | 0|none | 5|acc |0.2222|± |0.0238| |
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|moral_scenarios | 0|none | 5|acc |0.2380|± |0.0142| |
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|moral_disputes | 0|none | 5|acc |0.2486|± |0.0233| |
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|miscellaneous | 0|none | 5|acc |0.2644|± |0.0158| |
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|medical_genetics | 0|none | 5|acc |0.3000|± |0.0461| |
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|marketing | 0|none | 5|acc |0.1752|± |0.0249| |
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|management | 0|none | 5|acc |0.1748|± |0.0376| |
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|machine_learning | 0|none | 5|acc |0.2500|± |0.0411| |
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|logical_fallacies | 0|none | 5|acc |0.2945|± |0.0358| |
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|jurisprudence | 0|none | 5|acc |0.2593|± |0.0424| |
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|international_law | 0|none | 5|acc |0.2479|± |0.0394| |
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|human_sexuality | 0|none | 5|acc |0.2595|± |0.0384| |
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|human_aging | 0|none | 5|acc |0.2466|± |0.0289| |
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|high_school_world_history | 0|none | 5|acc |0.2911|± |0.0296| |
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|high_school_us_history | 0|none | 5|acc |0.2794|± |0.0315| |
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|high_school_statistics | 0|none | 5|acc |0.4722|± |0.0340| |
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|high_school_psychology | 0|none | 5|acc |0.1927|± |0.0169| |
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|high_school_physics | 0|none | 5|acc |0.1987|± |0.0326| |
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|high_school_microeconomics | 0|none | 5|acc |0.2227|± |0.0270| |
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|high_school_mathematics | 0|none | 5|acc |0.2667|± |0.0270| |
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|high_school_macroeconomics | 0|none | 5|acc |0.2103|± |0.0207| |
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|high_school_government_and_politics| 0|none | 5|acc |0.2435|± |0.0310| |
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|high_school_geography | 0|none | 5|acc |0.1717|± |0.0269| |
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|high_school_european_history | 0|none | 5|acc |0.2485|± |0.0337| |
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|high_school_computer_science | 0|none | 5|acc |0.2700|± |0.0446| |
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|high_school_chemistry | 0|none | 5|acc |0.2906|± |0.0319| |
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|high_school_biology | 0|none | 5|acc |0.2774|± |0.0255| |
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|global_facts | 0|none | 5|acc |0.1600|± |0.0368| |
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|formal_logic | 0|none | 5|acc |0.1508|± |0.0320| |
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|elementary_mathematics | 0|none | 5|acc |0.2540|± |0.0224| |
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|electrical_engineering | 0|none | 5|acc |0.2414|± |0.0357| |
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|econometrics | 0|none | 5|acc |0.2544|± |0.0410| |
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|conceptual_physics | 0|none | 5|acc |0.2638|± |0.0288| |
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|computer_security | 0|none | 5|acc |0.2600|± |0.0441| |
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|college_physics | 0|none | 5|acc |0.2157|± |0.0409| |
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|college_medicine | 0|none | 5|acc |0.2081|± |0.0310| |
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|college_mathematics | 0|none | 5|acc |0.2300|± |0.0423| |
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|college_computer_science | 0|none | 5|acc |0.3100|± |0.0465| |
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|college_chemistry | 0|none | 5|acc |0.2000|± |0.0402| |
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|college_biology | 0|none | 5|acc |0.2431|± |0.0359| |
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|clinical_knowledge | 0|none | 5|acc |0.2415|± |0.0263| |
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|business_ethics | 0|none | 5|acc |0.1600|± |0.0368| |
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|astronomy | 0|none | 5|acc |0.1776|± |0.0311| |
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|anatomy | 0|none | 5|acc |0.3407|± |0.0409| |
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|abstract_algebra | 0|none | 5|acc |0.2200|± |0.0416| |
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- **Developed by:** [More Information Needed] |
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- **Funded by [optional]:** [More Information Needed] |
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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):** [More Information Needed] |
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- **License:** [More Information Needed] |
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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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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> |
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[More Information Needed] |
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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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[More Information Needed] |
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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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[More Information Needed] |
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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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[More Information Needed] |
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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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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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## 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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[More Information Needed] |
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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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[More Information Needed] |
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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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[More Information Needed] |
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#### Training Hyperparameters |
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- **Training regime:** [More Information Needed] <!--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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[More Information Needed] |
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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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[More Information Needed] |
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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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- **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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