a

README.md

@@ -12,7 +12,7 @@ license: apache-2.0
 models: [maxidl/Llama-OpenReviewer-8B]
 tags: [paper, review, generation, automatic, llm, llama, openreview, peer, conference, article, manuscript, feedback]
 preload_from_hub: [maxidl/Llama-OpenReviewer-8B, vikp/surya_det3, vikp/surya_layout3, vikp/surya_order, vikp/surya_rec]
-hf_oauth: true
+# hf_oauth: true
 ---
 
 A demo featuring [Llama-OpenReviewer-8B](https://huggingface.co/maxidl/Llama-OpenReviewer-8B), a large language model that generates high-quality reviews for machine learning and AI papers.

app.py

@@ -233,11 +233,11 @@ description = """This is an online demo featuring [Llama-OpenReviewer-8B](https:
 
 3. Having obtained a markdown version of your paper, you can now click *Generate Review*.
 
-(Optional) Take a look at the Review Template to properly interpret the generated review. You can also change the review template before generating in case you want to generate a review with a different schema and aspects.
+Take a look at the Review Template to properly interpret the generated review. You can also change the review template before generating in case you want to generate a review with a different schema and aspects.
 
-(Optional) To obtain more than one review, just generate again.
+To obtain more than one review, just generate again.
 
-**GPU quota** If exceeded, either come back later or duplicate this space by clicking *Duplicate this Space* in the top right menu next to your profile icon.
+**GPU quota:** If exceeded, either sign in with your HF account or come back later. Your quota has a half-life of 2 hours.
 
 """
 
@@ -245,7 +245,7 @@ theme = gr.themes.Default(primary_hue="gray", secondary_hue="blue", neutral_hue=
 with gr.Blocks(theme=theme) as demo:
     title = gr.HTML(title)
     description = gr.Markdown(description)
-    login_button = gr.LoginButton()
+    # login_button = gr.LoginButton()
     # instr = gr.Markdown("Upload your paper in pdf format")
     file_input = gr.File(file_types=[".pdf"], file_count="single")
     paper_text_field= gr.Textbox("Upload a pdf or paste the full text of your paper in markdown format here.", label="Paper Text", lines=20, max_lines=20, autoscroll=False)