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Update app.py
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app.py
CHANGED
@@ -6,7 +6,7 @@ model_name = "google/flan-t5-large"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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def
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concatenated_text = source_text + " " + target_example_texts
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inputs = tokenizer(concatenated_text, return_tensors="pt")
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@@ -23,8 +23,8 @@ def concatenate_and_generate(source_text, target_example_texts, reranking, tempe
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return generated_text
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# Preset examples with cached generations
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preset_examples =
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{
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"source_text": "Once upon a time in a small village",
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"target_example_texts": "In a land far away, there was a kingdom ruled by a wise king. Every day, the people of the kingdom would gather to listen to the king's stories, which were full of wisdom and kindness.",
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"reranking": 5,
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@@ -32,7 +32,7 @@ preset_examples = [
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"top_p": 1.0,
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"output": "Once upon a time in a small village in a land far away, there was a kingdom ruled by a wise king. Every day, the people of the kingdom would gather to listen to the king's stories, which were full of wisdom and kindness."
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},
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{
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"source_text": "The quick brown fox",
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"target_example_texts": "A nimble, chocolate-colored fox swiftly darted through the emerald forest, weaving between trees with grace and agility.",
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"reranking": 5,
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@@ -40,13 +40,16 @@ preset_examples = [
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"top_p": 0.9,
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"output": "The quick brown fox, a nimble, chocolate-colored fox, swiftly darted through the emerald forest, weaving between trees with grace and agility."
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}
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# Define Gradio interface
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with gr.Blocks(theme="ParityError/[email protected]") as demo:
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gr.Markdown("# TinyStyler Demo")
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gr.Markdown("Style transfer the source text into the target style, given some example texts of the target style. You can adjust re-ranking and top_p to your desire to control the quality of style transfer. A higher re-ranking value will generally result in better results, at slower speed.")
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source_text = gr.Textbox(lines=3, placeholder="Enter the source text to transform into the target style...", label="Source Text")
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target_example_texts = gr.Textbox(lines=5, placeholder="Enter example texts of the target style (one per line)...", label="Example Texts of the Target Style")
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reranking = gr.Slider(1, 10, value=5, step=1, label="Re-ranking")
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@@ -55,18 +58,17 @@ with gr.Blocks(theme="ParityError/[email protected]") as demo:
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output = gr.Textbox(lines=5, placeholder="Click 'Generate' to transform the source text into the target style.", label="Output", interactive=False)
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def set_example(
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return example["source_text"], example["target_example_texts"], example["reranking"], example["temperature"], example["top_p"], example["output"]
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example_dropdown
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example_button.click(
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lambda example_index: set_example(preset_examples[int(example_index.split()[-1])-1]),
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inputs=[example_dropdown],
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outputs=[source_text, target_example_texts, reranking, temperature, top_p, output]
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)
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btn = gr.Button("Generate")
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btn.click(
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demo.launch()
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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def run_tinystyler(source_text, target_example_texts, reranking, temperature, top_p):
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concatenated_text = source_text + " " + target_example_texts
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inputs = tokenizer(concatenated_text, return_tensors="pt")
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return generated_text
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# Preset examples with cached generations
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preset_examples = {
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"Example 1": {
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"source_text": "Once upon a time in a small village",
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"target_example_texts": "In a land far away, there was a kingdom ruled by a wise king. Every day, the people of the kingdom would gather to listen to the king's stories, which were full of wisdom and kindness.",
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"reranking": 5,
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"top_p": 1.0,
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"output": "Once upon a time in a small village in a land far away, there was a kingdom ruled by a wise king. Every day, the people of the kingdom would gather to listen to the king's stories, which were full of wisdom and kindness."
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},
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"Example 2": {
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"source_text": "The quick brown fox",
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"target_example_texts": "A nimble, chocolate-colored fox swiftly darted through the emerald forest, weaving between trees with grace and agility.",
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"reranking": 5,
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"top_p": 0.9,
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"output": "The quick brown fox, a nimble, chocolate-colored fox, swiftly darted through the emerald forest, weaving between trees with grace and agility."
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}
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}
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# Define Gradio interface
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with gr.Blocks(theme="ParityError/[email protected]") as demo:
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gr.Markdown("# TinyStyler Demo")
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gr.Markdown("Style transfer the source text into the target style, given some example texts of the target style. You can adjust re-ranking and top_p to your desire to control the quality of style transfer. A higher re-ranking value will generally result in better results, at slower speed.")
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with gr.Row():
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example_dropdown = gr.Dropdown(label="Examples", choices=list(preset_examples.keys()))
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source_text = gr.Textbox(lines=3, placeholder="Enter the source text to transform into the target style...", label="Source Text")
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target_example_texts = gr.Textbox(lines=5, placeholder="Enter example texts of the target style (one per line)...", label="Example Texts of the Target Style")
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reranking = gr.Slider(1, 10, value=5, step=1, label="Re-ranking")
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output = gr.Textbox(lines=5, placeholder="Click 'Generate' to transform the source text into the target style.", label="Output", interactive=False)
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def set_example(example_name):
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example = preset_examples[example_name]
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return example["source_text"], example["target_example_texts"], example["reranking"], example["temperature"], example["top_p"], example["output"]
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example_dropdown.change(
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set_example,
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inputs=[example_dropdown],
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outputs=[source_text, target_example_texts, reranking, temperature, top_p, output]
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)
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btn = gr.Button("Generate")
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btn.click(run_tinystyler, [source_text, target_example_texts, reranking, temperature, top_p], output)
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demo.launch()
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