|
|
import gradio as gr |
|
|
from transformers import pipeline |
|
|
import torch |
|
|
|
|
|
|
|
|
torch.backends.cuda.matmul.allow_tf32 = True |
|
|
torch.backends.cudnn.allow_tf32 = True |
|
|
torch.backends.cuda.matmul.max_split_size_mb = 50 |
|
|
|
|
|
raven_pipeline = pipeline( |
|
|
"text-generation", |
|
|
model="Nexusflow/NexusRaven-V2-13B", |
|
|
torch_dtype="auto", |
|
|
device_map="auto", |
|
|
) |
|
|
|
|
|
class DialogueToSpeechConverter: |
|
|
def __init__(self): |
|
|
self.raven_pipeline = raven_pipeline |
|
|
|
|
|
def process_text(self, input_text: str) -> str: |
|
|
prompt = f"User Query: {input_text}<human_end>" |
|
|
result = self.raven_pipeline(prompt, max_new_tokens=2048, return_full_text=False, do_sample=False, temperature=0.001)[0]["generated_text"] |
|
|
torch.cuda.empty_cache() |
|
|
return result |
|
|
|
|
|
|
|
|
def create_interface(): |
|
|
converter = DialogueToSpeechConverter() |
|
|
with gr.Blocks() as app: |
|
|
gr.Markdown("""# 🙋🏻♂️Welcome to🌟Tonic's Nexus🐦⬛Raven""") |
|
|
gr.Markdown("""You can build with this endpoint using Nexus Raven. The demo is still a work in progress but we hope to add some endpoints for commonly used functions such as intention mappers and audiobook processing. |
|
|
You can also use Nexus🐦⬛Raven on your laptop & by cloning this space. 🧬🔬🔍 Simply click here: <a style="display:inline-block" href="https://huggingface.co/spaces/Tonic1/NexusRaven2?duplicate=true"><img src="https://img.shields.io/badge/-Duplicate%20Space-blue?labelColor=white&style=flat&logo=data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAAXNSR0IArs4c6QAAAP5JREFUOE+lk7FqAkEURY+ltunEgFXS2sZGIbXfEPdLlnxJyDdYB62sbbUKpLbVNhyYFzbrrA74YJlh9r079973psed0cvUD4A+4HoCjsA85X0Dfn/RBLBgBDxnQPfAEJgBY+A9gALA4tcbamSzS4xq4FOQAJgCDwV2CPKV8tZAJcAjMMkUe1vX+U+SMhfAJEHasQIWmXNN3abzDwHUrgcRGmYcgKe0bxrblHEB4E/pndMazNpSZGcsZdBlYJcEL9Afo75molJyM2FxmPgmgPqlWNLGfwZGG6UiyEvLzHYDmoPkDDiNm9JR9uboiONcBXrpY1qmgs21x1QwyZcpvxt9NS09PlsPAAAAAElFTkSuQmCC&logoWidth=14" alt="Duplicate Space"></a></h3> |
|
|
Join us : 🌟TeamTonic🌟 is always making cool demos! Join our active builder's🛠️community on 👻Discord: [Discord](https://discord.gg/GWpVpekp) On 🤗Huggingface: [TeamTonic](https://huggingface.co/TeamTonic) & [MultiTransformer](https://huggingface.co/MultiTransformer) On 🌐Github: [Polytonic](https://github.com/tonic-ai) & contribute to 🌟 [PolyGPT](https://github.com/tonic-ai/polygpt-alpha) |
|
|
""") |
|
|
with gr.Row(): |
|
|
input_text = gr.Textbox(label="Input Text") |
|
|
submit_button = gr.Button("Submit") |
|
|
output_text = gr.Textbox(label="Nexus🐦⬛Raven") |
|
|
|
|
|
submit_button.click(converter.process_text, inputs=input_text, outputs=output_text) |
|
|
|
|
|
return app |
|
|
|
|
|
if __name__ == "__main__": |
|
|
app = create_interface() |
|
|
app.launch() |
