Update README.md

README.md

@@ -238,7 +238,8 @@ tasksource training code: https://colab.research.google.com/drive/1iB4Oxl9_B5W3Z
 ### Software
 https://github.com/sileod/tasksource/ \
 https://github.com/sileod/tasknet/ \
-Training took 6 days on Nvidia A100 40GB gpu.
+Training took 6 days on Nvidia A100 40GB GPU.
+
 
 
 # Citation
@@ -257,6 +258,8 @@ More details on this [article:](https://arxiv.org/abs/2301.05948)
 # Loading a specific classifier
 Classifiers for all tasks available. See https://huggingface.co/sileod/deberta-v3-large-tasksource-adapters
 
+<img src="https://www.dropbox.com/s/eyfw8i1ekzxj3fa/task_embeddings.png?dl=1"  width="1000" height="">
+
 
 # Model Card Contact