Upload run.py
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run.py
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import gradio as gr
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import json
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import random
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from transformers import pipeline
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generator = pipeline("text-generation", model="gpt2", max_length=60)
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with open("wordlist.json") as wordlist_json:
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wordlist = json.load(wordlist_json)
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def autocomplete(text):
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end_text = " ".join(text.split(" ")[-30:])
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generated_text = generator(
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end_text, return_full_text=False, clean_up_tokenization_spaces=True
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)[0]["generated_text"]
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generated_text = generated_text.replace("\n", ". ")
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generated_text = " ".join(generated_text.split(" ")[:-1])
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return generated_text
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with gr.Blocks() as demo:
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gr.Markdown(
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"""
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# GPT Golf
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How many turns will it take you to get GPT to say the target word?
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Here are the rules of the game:
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- Your goal is to get GPT to say a target word in as few turns as possible.
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- Each turn, you add up to 5 words to its dialogue.
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- When you click submit, your prompt will be added to the dialogue. Then GPT will also add to the dialogue.
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- You can't say the target word, but as soon as GPT does, you win!
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"""
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)
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error_box = gr.Textbox(label="Error", elem_id="error", visible=False)
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dialogue_var = gr.Variable(value=[])
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start_btn = gr.Button("Start", variant="primary")
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with gr.Column(visible=False) as game:
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with gr.Row() as stats:
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target_word_box = gr.Textbox(
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label="Target Word", elem_id="target", interactive=False
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)
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num_turns_box = gr.Number(0, label="# of Turns so Far", elem_id="num_turns")
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dialogue_box = gr.HighlightedText(label="Dialogue")
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with gr.Column() as prompt_set:
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prompt_box = gr.Textbox(label="Prompt", placeholder="Enter Next 5 Words...")
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submit_btn = gr.Button("Submit").style(full_width=True)
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win = gr.HTML(
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"<div style='width: 100%; padding: 3rem; font-size: 4rem; color: green; text-align: center; font-weight: bold'>You Won!</div>",
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visible=False,
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)
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def start_game():
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return {
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start_btn: gr.update(visible=False),
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game: gr.update(visible=True),
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target_word_box: random.choice(wordlist),
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}
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start_btn.click(start_game, inputs=None, outputs=[start_btn, game, target_word_box])
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def submit(prompt, target_word, dialogue, num_turns):
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if len(prompt.split(" ")) > 5:
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return {
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error_box: gr.update(
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visible=True, value="Prompt must be a maximum of 5 words!"
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)
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}
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if target_word in prompt:
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return {
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error_box: gr.update(
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visible=True, value="You can't use the target word in the prompt!"
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)
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}
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dialogue.append(prompt)
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response = autocomplete(" ".join(dialogue))
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dialogue.append(response)
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labeled_dialogue = [
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(text, None if i % 2 == 0 else "gpt") for i, text in enumerate(dialogue)
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]
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if target_word in response:
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return {
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dialogue_box: labeled_dialogue,
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prompt_set: gr.update(visible=False),
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win: gr.update(visible=True),
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num_turns_box: num_turns + 1,
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dialogue_var: dialogue,
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error_box: gr.update(visible=False),
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}
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else:
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return {
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dialogue_box: labeled_dialogue,
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prompt_box: "",
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num_turns_box: num_turns + 1,
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dialogue_var: dialogue,
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error_box: gr.update(visible=False),
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}
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submit_btn.click(
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submit,
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inputs=[prompt_box, target_word_box, dialogue_var, num_turns_box],
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outputs=[
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dialogue_var,
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dialogue_box,
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prompt_box,
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num_turns_box,
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error_box,
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prompt_set,
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win,
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],
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)
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demo.launch(debug=True)
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