Update src/about.py

src/about.py

@@ -55,8 +55,10 @@ To reproduce our results, here is the commands you can run:
 
 EVALUATION_QUEUE_TEXT = """
 
-Right now, the models added **are not automatically evaluated**. We may support automatic evaluation in the future on our own clusters.
-An evaluation framework will be available in the future to help reproduce the results.
+Important Notes:
+    - Right now, the models added **are not automatically evaluated**. We may support automatic evaluation in the future on our own clusters.
+    An evaluation framework will be available in the future to help reproduce the results.
+    - Right now, we only support models with **a causal language modeling head**.
 
 ## Don't forget to read the FAQ and the About tabs for more information!
 
@@ -64,9 +66,9 @@ An evaluation framework will be available in the future to help reproduce the re
 
 ### 1) Make sure you can load your model and tokenizer using AutoClasses:
 ```python
-from transformers import AutoConfig, AutoModel, AutoTokenizer
+from transformers import AutoConfig, AutoModelForCausalLM, AutoTokenizer
 config = AutoConfig.from_pretrained("your model name", revision=revision)
-model = AutoModel.from_pretrained("your model name", revision=revision)
+model = AutoModelForCausalLM.from_pretrained("your model name", revision=revision)
 tokenizer = AutoTokenizer.from_pretrained("your model name", revision=revision)
 ```
 If this step fails, follow the error messages to debug your model before submitting it. It's likely your model has been improperly uploaded.