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Runtime error
Runtime error
ehristoforu
commited on
Commit
β’
c2dd1cb
1
Parent(s):
bd77505
Update app.py
Browse files
app.py
CHANGED
@@ -39,10 +39,10 @@ model.config.sliding_window = 4096
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model.eval()
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@spaces.GPU(duration=
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def generate(
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message: str,
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-
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max_new_tokens: int = 1024,
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temperature: float = 0.6,
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top_p: float = 0.9,
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@@ -50,7 +50,13 @@ def generate(
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repetition_penalty: float = 1.2,
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) -> Iterator[str]:
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conversation = []
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conversation.append({"role": "user", "content": message})
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input_ids = tokenizer.apply_chat_template(conversation, add_generation_prompt=True, return_tensors="pt")
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@@ -79,68 +85,54 @@ def generate(
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outputs.append(text)
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yield "".join(outputs)
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message = gr.Textbox(
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label="Message",
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max_lines=5,
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lines=2,
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interactive=True,
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)
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label="System prompt",
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max_lines=5,
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lines=2,
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interactive=True,
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)
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max_tokens = gr.Slider(
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label="Max new tokens",
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minimum=1,
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maximum=MAX_MAX_NEW_TOKENS,
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step=1,
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value=DEFAULT_MAX_NEW_TOKENS,
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)
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temperature = gr.Slider(
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label="Temperature",
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minimum=0.1,
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maximum=4.0,
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step=0.1,
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value=0.6,
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)
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top_p = gr.Slider(
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label="Top-p (nucleus sampling)",
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minimum=0.05,
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maximum=1.0,
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step=0.05,
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value=0.9,
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)
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top_k = gr.Slider(
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label="Top-k",
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minimum=1,
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maximum=1000,
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step=1,
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value=50,
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)
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repeat_penalty = gr.Slider(
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label="Repetition penalty",
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minimum=1.0,
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maximum=2.0,
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step=0.05,
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value=1.2,
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)
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output = gr.Textbox(
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label="Output",
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max_lines=16,
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lines=10,
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interactive=True,
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)
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chat_interface = gr.Interface(
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fn=generate,
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)
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with gr.Blocks(css="style.css", fill_height=True) as demo:
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model.eval()
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@spaces.GPU(duration=90)
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def generate(
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message: str,
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chat_history: list[tuple[str, str]],
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max_new_tokens: int = 1024,
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temperature: float = 0.6,
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top_p: float = 0.9,
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repetition_penalty: float = 1.2,
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) -> Iterator[str]:
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conversation = []
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for user, assistant in chat_history:
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conversation.extend(
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[
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{"role": "user", "content": user},
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{"role": "assistant", "content": assistant},
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]
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)
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conversation.append({"role": "user", "content": message})
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input_ids = tokenizer.apply_chat_template(conversation, add_generation_prompt=True, return_tensors="pt")
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outputs.append(text)
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yield "".join(outputs)
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chat_interface = gr.ChatInterface(
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fn=generate,
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additional_inputs=[
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gr.Slider(
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label="Max new tokens",
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minimum=1,
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maximum=MAX_MAX_NEW_TOKENS,
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step=1,
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value=DEFAULT_MAX_NEW_TOKENS,
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),
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gr.Slider(
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label="Temperature",
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minimum=0.1,
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maximum=4.0,
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step=0.1,
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value=0.6,
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),
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gr.Slider(
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label="Top-p (nucleus sampling)",
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minimum=0.05,
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maximum=1.0,
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step=0.05,
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value=0.9,
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),
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gr.Slider(
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label="Top-k",
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minimum=1,
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maximum=1000,
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step=1,
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value=50,
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),
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gr.Slider(
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label="Repetition penalty",
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minimum=1.0,
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maximum=2.0,
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step=0.05,
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value=1.2,
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),
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],
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stop_btn=None,
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examples=[
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["Hello there! How are you doing?"],
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["Can you explain briefly to me what is the Python programming language?"],
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["Explain the plot of Cinderella in a sentence."],
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["How many hours does it take a man to eat a Helicopter?"],
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["Write a 100-word article on 'Benefits of Open-Source in AI research'"],
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],
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)
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with gr.Blocks(css="style.css", fill_height=True) as demo:
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