Update README.md

README.md

@@ -36,7 +36,7 @@ pp. 1256–1264.
 - **Developers:** IBM Research
 - **GitHub Repository:** https://github.com/BiomedSciAI/biomed-multi-alignment
 - **Paper:** https://arxiv.org/abs/2410.22367
-- **Release Date**: Dec 4th, 2024
+- **Release Date**: Oct 28th, 2024
 - **License:** [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0).
 
 ## Usage
@@ -49,7 +49,7 @@ pip install git+https://github.com/BiomedSciAI/biomed-multi-alignment.git
 
 A simple example for using `ibm/omics.bl.sm.ma-ted-458m.moleculenet_clintox_fda`:
 
-```
+```python
 from mammal.examples.molnet.molnet_infer import load_model, task_infer
 
 smiles_seq = "C(Cl)Cl"
@@ -59,7 +59,7 @@ result = task_infer(task_dict=task_dict, smiles_seq=smiles_seq)
 print(f"The prediction for {smiles_seq=} is {result}")
 ```
 
-See our detailed example at: on `https://github.com/BiomedSciAI/biomed-multi-alignment` 
+See our detailed example at: `https://github.com/BiomedSciAI/biomed-multi-alignment` 
 
 
 ## Citation