Spaces:
Running
Running
File size: 1,992 Bytes
b136077 e65c8ea b136077 e65c8ea b136077 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 |
import gradio as gr
from huggingface_hub import InferenceClient, get_inference_endpoint
from openai import OpenAI
import os
MODEL_URL_MAP = {"EuroLLM-9B-Instruct": os.getenv('ENDPOINT_URL_9B'),
}
def respond(
message,
history: list[tuple[str, str]],
system_message,
max_tokens,
temperature,
model
):
client = OpenAI(
base_url=MODEL_URL_MAP.get(model),
api_key=os.getenv('AUTH_TOKEN')
)
messages = [{"role": "system", "content": system_message}]
for val in history:
if val[0]:
messages.append({"role": "user", "content": val[0]})
if val[1]:
messages.append({"role": "assistant", "content": val[1]})
messages.append({"role": "user", "content": message})
response = ""
try:
chat_completion = client.chat.completions.create(
model=model,
messages=messages,
temperature=temperature,
max_tokens=max_tokens,
stream=True,
)
for message in chat_completion:
token = message.choices[0].delta.content
response += token
yield response
except Exception:
yield response
default_system_prompt = """You are EuroLLM, a Large Language Model (LLM) optimized for European languages.
You power an AI assistant.
Your knowledge base was last updated on 2023-10-01.
The current date is 2024-12-04.
When you're not sure about some information, you say that you don't have the information and don't make up anything."""
demo = gr.ChatInterface(
respond,
additional_inputs=[
gr.Textbox(value=default_system_prompt, label="System Prompt"),
gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
gr.Slider(minimum=0.0, maximum=4.0, value=0.0, step=0.1, label="Temperature"),
gr.Dropdown(["EuroLLM-9B-Instruct"], label="Model Name", value="EuroLLM-9B-Instruct")
],
)
if __name__ == "__main__":
demo.launch() |