add links

README.md

@@ -59,13 +59,11 @@ model-index:
 
 ## Model Description
 
-This model is based on bert-base-german-cased and fine-tuned on and-effect/mdk_gov_data_titles_clf. This model reaches an accuracy of XY on the test set and XY on the validation set
+This model is based on [bert-base-german-cased](https://huggingface.co/bert-base-cased) and fine-tuned on [and-effect/mdk_gov_data_titles_clf](https://huggingface.co/datasets/and-effect/mdk_gov_data_titles_clf).
 
 - **Developed by:** and-effect
-- **Shared by:** [More Information Needed]
 - **Model type:** Text Classification
 - **Language(s) (NLP):** de
-- **License:** [More Information Needed]
 - **Finetuned from model:** "bert-base-german-case. For more information one the model check on [this model card](https://huggingface.co/bert-base-german-cased)"
 
 ## Model Sources
@@ -73,7 +71,6 @@ This model is based on bert-base-german-cased and fine-tuned on and-effect/mdk_g
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** [More Information Needed]
-- **Paper:** [More Information Needed]
 - **Demo:** [More Information Needed]
 
 # Direct Use
@@ -140,9 +137,8 @@ print(sentence_embeddings)
 
 <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
 
-The model is intended to classify open source dataset titles from german municipalities. More information on the Taxonomy (classification categories) and the Project can be found on XY.
+The model is intended to classify open source dataset titles from german municipalities. More information on the Taxonomy (classification categories) and the Project can be found on [More Information Needed].
 
-[More Information Needed on downstream_use_demo]
 
 # Bias, Risks, and Limitations
 
@@ -231,5 +227,3 @@ The model performance is tested with fours metrices. Accuracy, Precision, Recall
 | Validation dataset 'Bezeichnung' II | 0.5148514851485149 | 0.5768253968253969 | 0.6916666666666667 | 0.592808080808081 |
 
 
-### Summary
-