Add model weights and README

.idea/workspace.xml

@@ -5,7 +5,8 @@
   </component>
   <component name="ChangeListManager">
     <list default="true" id="a184a98c-762c-486e-837a-90fb6e4a8da7" name="Changes" comment="">
-      <change afterPath="$PROJECT_DIR$/README.md" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/README.md" beforeDir="false" afterPath="$PROJECT_DIR$/README.md" afterDir="false" />
     </list>
     <option name="SHOW_DIALOG" value="false" />
     <option name="HIGHLIGHT_CONFLICTS" value="true" />
@@ -46,7 +47,7 @@
       <option name="presentableId" value="Default" />
       <updated>1698836178917</updated>
       <workItem from="1698836180167" duration="14374000" />
-      <workItem from="1698919507129" duration="5086000" />
+      <workItem from="1698919507129" duration="6356000" />
     </task>
     <servers />
   </component>

README.md

@@ -292,6 +292,7 @@ model_id = "distil-whisper/distil-large-v2"
 
 # load the model + processor
 model =  AutoModelForSpeechSeq2Seq.from_pretrained(model_id, torch_dtype=torch_dtype, use_safetensors=True, low_cpu_mem_usage=True)
+model = model.to(device)
 processor = AutoProcessor.from_pretrained(model_id)
 
 # load the dataset with streaming mode