Update README.md

README.md

@@ -16,4 +16,181 @@ tags:
 - nlp
 - doclaynet
 - RoBERTa
----
+---
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+This is a document layout classification model. This model is a fine-tuned version of nielsr/lilt-xlm-roberta-base with the DocLayNet base dataset.
+
+<!-- 
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+ -->
+
+- **Developed by:** Muafira Thasni
+- **Language(s) (NLP):** English
+- **License:** MIT
+- **Finetuned from model:** nielsr/lilt-xlm-roberta-base
+
+<!-- ### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+<!-- - **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## 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. -->
+
+<!-- [More Information Needed]
+
+### Downstream Use [optional]
+ -->
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+/
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+/
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+<!-- 
+[More Information Needed]
+
+### Recommendations -->
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+<!--   -->
+
+<!-- ### 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. -->
+<!-- 
+[More Information Needed]
+
+### 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]
+
+[More Information Needed] -->
+
+<!-- 
+#### Training Hyperparameters -->
+
+<!-- - **Training regime:** [More Information Needed] <!--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. -->
+
+<!-- [More Information Needed]
+
+## 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. -->
+<!-- 
+[More Information Needed]
+
+#### Factors
+ -->
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+<!-- 
+[More Information Needed]
+
+#### Metrics -->
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+<!-- [More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional] -->
+
+<!-- Relevant interpretability work for the model goes here -->
+<!-- 
+[More Information Needed]
+
+## 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:** [More Information Needed]
+- **Hours used:** [More Information Needed] -->
+<!-- - **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## 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:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+ -->
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+<!-- 
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed] --> -->