Adding modes, graphs and metadata.

README.md

@@ -1,6 +1,6 @@
 ---
 language: en
-thumbnail: 
+thumbnail:
 license: mit
 tags:
 - question-answering
@@ -53,7 +53,7 @@ Here is a detailed view on how the remaining heads are distributed in the networ
 ### Fine-tuning
 - Python: `3.8.5`
 
-- Machine specs: 
+- Machine specs:
 
 ```CPU: Intel(R) Core(TM) i7-6700K CPU
 Memory: 64 GiB
@@ -78,8 +78,8 @@ from transformers import pipeline
 
 qa_pipeline = pipeline(
     "question-answering",
-    model="bert-base-uncased-squadv1-x1.84-f88.7-d36-hybrid-filled-v1",
-    tokenizer="bert-base-uncased-squadv1-x1.84-f88.7-d36-hybrid-filled-v1"
+    model="madlag/bert-base-uncased-squadv1-x1.84-f88.7-d36-hybrid-filled-v1",
+    tokenizer="madlag/bert-base-uncased-squadv1-x1.84-f88.7-d36-hybrid-filled-v1"
 )
 
 predictions = qa_pipeline({