theme

app.py

@@ -1,5 +1,89 @@
+#pip install transformers
+#pip install gradio
 import gradio as gr
 
+from transformers import AutoTokenizer, AutoModelForCausalLM
+from transformers import pipeline
+
+tokenizer = AutoTokenizer.from_pretrained('gpt2')
+model = AutoModelForCausalLM.from_pretrained('gpt2')
+
+#model = AutoModelForSeq2SeqLM.from_pretrained("t5-base")
+
+#set theme 
+import gradio as gr
+from gradio.themes.base import Base
+from gradio.themes.utils import colors, fonts, sizes
+
+theme = gr.themes.Base(
+    primary_hue="pink",
+    secondary_hue="pink",
+    neutral_hue="pink",
+    font=[gr.themes.GoogleFont('Merriweather'), 'ui-sans-serif', 'system-ui', 'sans-serif'],
+).set(
+    body_text_color='*primary_500',
+    body_text_color_dark='*secondary_600',
+    body_text_weight='500',
+    background_fill_primary='*primary_50',
+    background_fill_secondary='*primary_100',
+    border_color_accent='*primary_400',
+    button_border_width='*block_label_border_width'
+)
+
+
+def prompt_fx(text):
+    translator = pipeline(
+        model=model,
+        tokenizer=tokenizer
+    )
+    response = translator(text)
+    return response
+
+def clear_out():
+    return ""
+
+
+with gr.Blocks(theme=theme) as demo:
+
+    gr.Markdown(
+    """
+    # AI for all
+    """)
+
+
+    with gr.Tab("Home"):
+      prompt = gr.Textbox(label="Enter prompt here:")
+      output = gr.Textbox(label="Response")
+    with gr.Row():
+            button = gr.Button("Submit", variant="primary")
+            clear = gr.Button("Clear")
+            button.click(fn=prompt_fx, inputs=prompt, outputs=output)
+            clear.click(fn=clear_out, outputs=prompt)
+
+    with gr.Tab("About"):
+        gr.Markdown(
+            """
+            AI for All is a fine-tuned version of Open AI's GPT2 model. It was 
+            fine-tuned using readings from important scholars on power dynamics 
+            and how they affect oppressed people. Examples include Walter Rodney,
+            Angela Davis, and Audre Lorde. Technical specifics can be found on 
+            the [HuggingFace page](https://link-url-here.org).
+            
+            The goal of this project is to center marginalized voices. Because 
+            of the way our society is structured, we are never considered
+            first. Efforts towards the advancement of technology frequently 
+            ignore the struggles of oppressed people, so in this project I am 
+            **finally** creating something for us. 
+            """)
+
+        
+    with gr.Accordion("Quick Links"):
+        gr.Markdown("""
+          [HuggingFace page](https://link-url-here.org)
+          [GitHub](https://link-url-here.org)
+          """)
+        
+
 def greet(name):
     return "Hello " + name + "!!"