Update README.md

README.md

@@ -6,7 +6,7 @@ library_name: diffusers
 
 <!-- Provide a quick summary of what the model is/does. -->
 
-
+This model is a fine-tuned SDXL1.0 model. UNet of the model is fine-tuned on the [OpenCOLE1.0 dataset](naoto0804/opencole) to generate images that looks like graphic design but without texts.
 
 ## Model Details
 
@@ -16,56 +16,61 @@ library_name: diffusers
 
 This is the model card of a 🧨 diffusers model that has been pushed on the Hub. This model card has been automatically generated.
 
-- **Developed by:** [More Information Needed]
+- **Language(s) (NLP):** English
+- **License:** Apache-2.0
+- **Finetuned from model:** [SDXL1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0).
+
+<!-- 
 - **Funded by [optional]:** [More Information Needed]
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-- **Language(s) (NLP):** [More Information Needed]
-- **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [More Information Needed]
+-->
 
 ### Model Sources [optional]
 
 <!-- Provide the basic links for the model. -->
 
-- **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+- **Repository:** [CyberAgentAILab/OpenCOLE](https://github.com/CyberAgentAILab/OpenCOLE)
+- **Paper:** [OpenCOLE: Towards Reproducible Automatic Graphic Design Generation]()
+<!-- - **Demo [optional]:** [More Information Needed] -->
 
 ## Uses
 
+Please refer to [OpenCOLE](https://github.com/CyberAgentAILab/OpenCOLE).
+
 <!-- 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
+<!--### Direct Use -->
 
 <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
 
-[More Information Needed]
+<!--[More Information Needed] -->
 
-### Downstream Use [optional]
+<!-- ### Downstream Use [optional] -->
 
 <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-### Out-of-Scope Use
+<!--### Out-of-Scope Use -->
 
 <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
 
-[More Information Needed]
+<!--[More Information Needed] -->
 
-## Bias, Risks, and Limitations
+<!-- ## Bias, Risks, and Limitations -->
 
 <!-- This section is meant to convey both technical and sociotechnical limitations. -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-### Recommendations
+<!-- ### Recommendations -->
 
 <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
 
-Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+<!-- Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.  -->
 
+<!--
 ## How to Get Started with the Model
 
 Use the code below to get started with the model.
@@ -75,72 +80,73 @@ Use the code below to get started with the model.
 ## 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. -->
 
-[More Information Needed]
+<!-- [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]
+<!-- #### 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 -->
+<!-- #### 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]
+<!-- #### Speeds, Sizes, Times [optional] -->
 
 <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-## Evaluation
+<!-- ## Evaluation -->
 
 <!-- This section describes the evaluation protocols and provides the results. -->
 
-### Testing Data, Factors & Metrics
+<!-- ### Testing Data, Factors & Metrics -->
 
-#### Testing Data
+<!-- #### Testing Data -->
 
 <!-- This should link to a Dataset Card if possible. -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-#### Factors
+<!-- #### Factors -->
 
 <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-#### Metrics
+<!-- #### Metrics -->
 
 <!-- These are the evaluation metrics being used, ideally with a description of why. -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-### Results
+<!-- ### Results -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-#### Summary
+<!-- #### Summary -->
 
 
 
-## Model Examination [optional]
+<!-- ## Model Examination [optional] -->
 
 <!-- Relevant interpretability work for the model goes here -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-## Environmental Impact
+<!-- ## 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]
@@ -148,13 +154,13 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 - **Cloud Provider:** [More Information Needed]
 - **Compute Region:** [More Information Needed]
 - **Carbon Emitted:** [More Information Needed]
+-->
 
-## Technical Specifications [optional]
+<!--
+## Technical Specifications
 
 ### Model Architecture and Objective
 
-[More Information Needed]
-
 ### Compute Infrastructure
 
 [More Information Needed]
@@ -167,32 +173,41 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 
 [More Information Needed]
 
-## Citation [optional]
+-->
+
+## 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:**
+<!--**BibTeX:** -->
 
-[More Information Needed]
+```
+@inproceedings{inoue2024opencole,
+  title={{OpenCOLE: Towards Reproducible Automatic Graphic Design Generation}},
+  author={Naoto Inoue and Kento Masui and Wataru Shimoda and Kota Yamaguchi},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
+  year={2024},
+}
+```
 
-**APA:**
+<!--**APA:** -->
 
-[More Information Needed]
+<!--[More Information Needed] -->
 
-## Glossary [optional]
+<!--## 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 Needed] -->
 
-## More Information [optional]
+<!-- ## More Information [optional] -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
-## Model Card Authors [optional]
+<!-- ## Model Card Authors [optional] -->
 
-[More Information Needed]
+<!-- [More Information Needed] -->
 
 ## Model Card Contact
 
-[More Information Needed]
+ [Naoto Inoue](https://github.com/naoto0804)