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Update app.py
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app.py
CHANGED
@@ -19,9 +19,9 @@ def generate_text(prompt, max_length, temperature):
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{"role": "user", "content": prompt}
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]
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formatted_prompt = tokenizer.apply_chat_template(messages, add_generation_prompt=True, tokenize=False)
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inputs = tokenizer(formatted_prompt, return_tensors="pt").to(model.device)
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-
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outputs = model.generate(
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**inputs,
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max_new_tokens=max_length,
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@@ -30,9 +30,10 @@ def generate_text(prompt, max_length, temperature):
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top_k=100,
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top_p=0.95,
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)
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return tokenizer.decode(outputs[0][inputs['input_ids'].shape[1]:], skip_special_tokens=True)
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# Custom CSS
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css = """
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body {
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@@ -127,6 +128,7 @@ example_prompts = [
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"Describe the process of photosynthesis in simple terms."
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]
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# Gradio interface
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with gr.Blocks(css=css) as iface:
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gr.HTML(
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@@ -138,19 +140,12 @@ with gr.Blocks(css=css) as iface:
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</div>
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"""
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)
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with gr.Group():
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gr.
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""
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<ul>
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""" + "".join([f"<li>{prompt}</li>" for prompt in example_prompts]) + """
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</ul>
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</div>
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"""
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)
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with gr.Group(elem_classes="input-group"):
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prompt = gr.Textbox(label="Prompt", placeholder="Enter your prompt here...", lines=5)
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max_length = gr.Slider(minimum=1, maximum=500, value=128, step=1, label="Max Length")
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@@ -162,20 +157,9 @@ with gr.Blocks(css=css) as iface:
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generate_btn.click(generate_text, inputs=[prompt, max_length, temperature], outputs=output)
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#
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<script>
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document.addEventListener('DOMContentLoaded', (event) => {
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document.querySelectorAll('.example-prompts li').forEach(item => {
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item.addEventListener('click', event => {
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document.querySelector('textarea[data-testid="textbox"]').value = event.target.textContent;
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});
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});
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});
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</script>
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"""
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)
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# Launch the app
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iface.launch()
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{"role": "user", "content": prompt}
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]
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formatted_prompt = tokenizer.apply_chat_template(messages, add_generation_prompt=True, tokenize=False)
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+
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inputs = tokenizer(formatted_prompt, return_tensors="pt").to(model.device)
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outputs = model.generate(
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**inputs,
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max_new_tokens=max_length,
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top_k=100,
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top_p=0.95,
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)
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return tokenizer.decode(outputs[0][inputs['input_ids'].shape[1]:], skip_special_tokens=True)
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+
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# Custom CSS
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css = """
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body {
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"Describe the process of photosynthesis in simple terms."
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]
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# Gradio interface
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# Gradio interface
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with gr.Blocks(css=css) as iface:
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gr.HTML(
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</div>
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"""
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)
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with gr.Group():
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with gr.Group(elem_classes="example-prompts"):
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gr.HTML("<h3>Example Prompts:</h3>")
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example_buttons = [gr.Button(prompt) for prompt in example_prompts]
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with gr.Group(elem_classes="input-group"):
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prompt = gr.Textbox(label="Prompt", placeholder="Enter your prompt here...", lines=5)
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max_length = gr.Slider(minimum=1, maximum=500, value=128, step=1, label="Max Length")
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generate_btn.click(generate_text, inputs=[prompt, max_length, temperature], outputs=output)
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# Set up example prompt buttons
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for button in example_buttons:
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button.click(lambda x: x, inputs=[button], outputs=[prompt])
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# Launch the app
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iface.launch()
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