Update README.md

README.md

@@ -42,9 +42,8 @@ are available to the public under ECMWF’s open data policy.
 
 <!-- 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)}}
+- **Repository:** https://anemoi-docs.readthedocs.io/en/latest/index.html
+- **Paper:** https://arxiv.org/pdf/2406.01465
 
 ## Uses
 
@@ -54,19 +53,16 @@ are available to the public under ECMWF’s open data policy.
 
 <!-- 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
 
@@ -181,24 +177,28 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 
 {{ software | default("[More Information Needed]", true)}}
 
-## 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. -->
+
+If you use this model in your work, please cite it as follows:
+
+**BibTeX:**
+
+```
 @article{lang2024aifs,
   title={AIFS-ECMWF's data-driven forecasting system},
   author={Lang, Simon and Alexe, Mihai and Chantry, Matthew and Dramsch, Jesper and Pinault, Florian and Raoult, Baudouin and Clare, Mariana CA and Lessig, Christian and Maier-Gerber, Michael and Magnusson, Linus and others},
   journal={arXiv preprint arXiv:2406.01465},
   year={2024}
 }
-
-<!-- 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:**
 
+```
 Lang, S., Alexe, M., Chantry, M., Dramsch, J., Pinault, F., Raoult, B., ... & Rabier, F. (2024). AIFS-ECMWF's data-driven forecasting system. arXiv preprint arXiv:2406.01465.
+```
  
 ## Glossary [optional]