Spaces:
Sleeping
Sleeping
Switched from chatinterface to normal interface and has better use random seed option
Browse files
app.py
CHANGED
@@ -16,8 +16,8 @@ else:
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model.to(device)
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def generate(
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prompt,
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history,
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max_new_tokens,
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repetition_penalty,
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temperature,
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@@ -27,7 +27,7 @@ def generate(
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seed,
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):
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input_text = f"{
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input_ids = tokenizer(input_text, return_tensors="pt").input_ids.to(device)
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if random_seed:
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@@ -49,69 +49,29 @@ def generate(
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better_prompt = tokenizer.decode(outputs[0])
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return better_prompt
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step=0.05,
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interactive=True,
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label="Repetition Penalty",
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info="Penalize repeated tokens, making the AI repeat less itself",
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),
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gr.Slider(
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value=0.5,
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minimum=0,
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maximum=1,
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step=0.05,
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interactive=True,
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label="Temperature",
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info="Higher values produce more diverse outputs",
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),
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gr.Slider(
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value=1,
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minimum=0,
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maximum=2,
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step=0.05,
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interactive=True,
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label="Top P",
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info="Higher values sample more low-probability tokens",
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),
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gr.Slider(
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value=1,
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minimum=1,
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maximum=100,
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step=1,
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interactive=True,
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label="Top K",
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info="Higher k means more diverse outputs by considering a range of tokens",
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),
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use_random_seed,
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gr.Number(
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value=42,
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interactive=True,
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label="Manual Seed",
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info="A starting point to initiate the generation process",
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visible={'False' if use_random_seed else 'True'}
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),
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]
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examples = [
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[
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"
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512,
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1.2,
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0.5,
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@@ -122,14 +82,13 @@ examples = [
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]
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]
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gr.
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fn=generate,
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),
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additional_inputs=additional_inputs,
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title="SuperPrompt-v1",
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description="Make your prompts more detailed!",
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examples=examples,
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concurrency_limit=20,
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).launch(show_api=False)
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model.to(device)
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def generate(
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system_prompt,
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prompt,
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max_new_tokens,
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repetition_penalty,
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temperature,
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seed,
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):
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input_text = f"{system_prompt}, {prompt}"
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input_ids = tokenizer(input_text, return_tensors="pt").input_ids.to(device)
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if random_seed:
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better_prompt = tokenizer.decode(outputs[0])
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return better_prompt
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prompt = gr.Textbox(label="Prompt", interactive=True)
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system_prompt = gr.Textbox(label="System Prompt", interactive=True)
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max_new_tokens = gr.Slider(value=512, minimum=250, maximum=512, step=1, interactive=True, label="Max New Tokens", info="The maximum numbers of new tokens, controls how long is the output")
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repetition_penalty = gr.Slider(value=1.2, minimum=0, maximum=2, step=0.05, interactive=True, label="Repetition Penalty", info="Penalize repeated tokens, making the AI repeat less itself")
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temperature = gr.Slider(value=0.5, minimum=0, maximum=1, step=0.05, interactive=True, label="Temperature", info="Higher values produce more diverse outputs")
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top_p = gr.Slider(value=1, minimum=0, maximum=2, step=0.05, interactive=True, label="Top P", info="Higher values sample more low-probability tokens")
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top_k = gr.Slider(value=1, minimum=1, maximum=100, step=1, interactive=True, label="Top K", info="Higher k means more diverse outputs by considering a range of tokens")
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use_random_seed = gr.Checkbox(value=False, label="Use Random Seed", info="Check to use a random seed which is a start point for the generation process")
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manual_seed = gr.Number(value=42, interactive=True, label="Manual Seed", info="A starting point to initiate the generation process", visible={'False' if use_random_seed else 'True'})
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examples = [
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[
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"A storefront with 'Text to Image' written on it.",
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"Expand the following prompt to add more detail:",
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512,
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1.2,
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0.5,
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]
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]
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gr.Interface(
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fn=generate,
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inputs=[prompt, system_prompt, max_new_tokens, repetition_penalty, temperature, top_p, top_k, use_random_seed, manual_seed]
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outputs=gr.Textbox(label="Better Prompt", interactive=True)
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title="SuperPrompt-v1",
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description="Make your prompts more detailed!",
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examples=examples,
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live=True
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concurrency_limit=20,
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).launch(show_api=False)
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