Spaces:
Sleeping
Sleeping
File size: 8,930 Bytes
7ff48bf 2ed4dc0 b840af0 7ff48bf 6701f02 b8f9cf8 b840af0 7ff48bf 12f1160 7ff48bf b840af0 e837ccf b840af0 e837ccf 7ff48bf 90db298 12f1160 b840af0 12f1160 b840af0 90db298 e8135ea b840af0 12f1160 b840af0 90db298 b840af0 12f1160 90db298 12f1160 b840af0 d1b86e8 fbb549a b840af0 12f1160 90db298 fbb549a da3347d 12f1160 d1b86e8 0c47194 6968345 b840af0 1e86e8f 90db298 2ddb996 90db298 1e86e8f 90db298 b840af0 d1b86e8 b840af0 01e34c4 b840af0 01e34c4 b840af0 01e34c4 b840af0 d1b86e8 b840af0 1e86e8f b840af0 7ff48bf d1b86e8 7ff48bf 79eb47d b840af0 7ff48bf b840af0 |
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 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 |
from huggingface_hub import InferenceClient
from typing import List, Tuple
import gradio as gr
# Ensure you have the required libraries installed
# Chatbot configuration
class ChatConfig:
MODEL = "google/gemma-3-27b-it"
# MODEL = "mistralai/Mistral-7B-Instruct-v0.1"
# MODEL = "google/gemma-2-9b-it"
DEFAULT_SYSTEM_MSG = "You are a extremely smart and useful Chatbot."
DEFAULT_MAX_TOKENS = 1024
DEFAULT_TEMP = 0.4
DEFAULT_TOP_P = 0.95
import os
HF_TOKEN = os.getenv("HUGGING_FACE_HUB_TOKEN")
# Not recommended to hardcode your token in the script for security reasons.
# HF_TOKEN = "hf_YOUR_TOKEN_HERE"
client = InferenceClient(ChatConfig.MODEL, token=HF_TOKEN)
def generate_response(
message: str,
history: List[Tuple[str, str]],
system_message: str = ChatConfig.DEFAULT_SYSTEM_MSG,
max_tokens: int = ChatConfig.DEFAULT_MAX_TOKENS,
temperature: float = ChatConfig.DEFAULT_TEMP,
top_p: float = ChatConfig.DEFAULT_TOP_P
) -> str:
messages = [{"role": "system", "content": system_message}]
# Conversation history
for user_msg, bot_msg in history:
if user_msg:
messages.append({"role": "user", "content": user_msg})
if bot_msg:
messages.append({"role": "assistant", "content": bot_msg})
messages.append({"role": "user", "content": message})
response = ""
# Stream the response
# The stream=True parameter allows for real-time response generation
for chunk in client.chat_completion(
messages,
max_tokens=max_tokens,
stream=True,
temperature=temperature,
top_p=top_p,
):
token = chunk.choices[0].delta.content or ""
response += token
yield response
def create_interface() -> gr.ChatInterface:
"""Create and configure the chat interface."""
# Custom CSS for a modern look
custom_css = """
body {
background: linear-gradient(to right, #a8c0ff, #fafdff);
font-family: 'Comic Sans MS', sans-serif;
}
.chatbot .message {
border-radius: 12px;
margin: 5px;
padding: 10px;
}
.chatbot .user-message {
background-color: #b3e5fc;
color: #0d47a1;
}
.chatbot .bot-message {
background-color: #e3f2fd;
color: #0d47a1;
}
.gr-button {
border-radius: 8px;
padding: 8px 16px;
}
"""
with gr.Blocks(css=custom_css) as app:
gr.Markdown("# Your Gemma Three-(end) 💎")
# Custom chatbot
chatbot = gr.Chatbot(
label="Gemma Chat",
avatar_images=("./user.png", "./gemma.png"),
height=450,
show_copy_button=True
)
# Chat interface
interface = gr.ChatInterface(
fn=generate_response,
chatbot=chatbot,
title="Your Gemma 3-(iend)",
theme=gr.themes.Soft(),
css=custom_css,
additional_inputs=[
gr.Textbox(
value=ChatConfig.DEFAULT_SYSTEM_MSG,
label="System Prompt (You can change the text below)",
lines=2,
placeholder="Enter system message..."
),
gr.Slider(
minimum=1,
maximum=8192,
value=ChatConfig.DEFAULT_MAX_TOKENS,
step=1,
label="Max Tokens (Response Length)",
info="Controls response length"
),
gr.Slider(
minimum=0.1,
maximum=1.0,
value=ChatConfig.DEFAULT_TEMP,
step=0.1,
label="Temperature (0.1-1.0)",
info="Controls randomness"
),
gr.Slider(
minimum=0.1,
maximum=1.0,
value=ChatConfig.DEFAULT_TOP_P,
step=0.05,
label="Top-P (0.1-1.0)",
info="Controls diversity"
)
],
additional_inputs_accordion=gr.Accordion(label="Advanced Settings", open=False)
)
return app
# def create_interface() -> gr.Blocks:
# """Create and configure the chat interface."""
# # Custom CSS for a modern look
# custom_css = """
# body {
# background: linear-gradient(to right, #a8c0ff, #fafdff);
# font-family: 'Comic Sans MS', sans-serif;
# }
# .chatbot .message {
# border-radius: 12px;
# margin: 5px;
# padding: 10px;
# }
# .chatbot .user-message {
# background-color: #b3e5fc;
# color: #0d47a1;
# }
# .chatbot .bot-message {
# background-color: #e3f2fd;
# color: #0d47a1;
# }
# .gr-button {
# border-radius: 8px;
# padding: 8px 16px;
# }
# """
# # JavaScript pour jouer un son à la soumission
# custom_js = """
# function setupSubmitSound() {
# // Create the audio element for the sound
# const submitSound = new Audio('/gradio_api/file=submit_sound.mp3');
# // Fonction pour attacher l'écouteur d'événement
# function attachSoundToButton() {
# // Rechercher le bouton de soumission dans l'interface
# const submitButton = document.querySelector('button.send-btn') ||
# document.querySelector('button[aria-label="Submit"]') ||
# document.querySelector('.submit');
# if (submitButton) {
# console.log('Found submit button, attaching sound');
# submitButton.addEventListener('click', function() {
# submitSound.currentTime = 0; // Réinitialiser le son
# submitSound.play();
# });
# } else {
# // Si le bouton n'est pas encore disponible, réessayer plus tard
# console.log('Button not found, trying again in 500ms');
# setTimeout(attachSoundToButton, 500);
# }
# }
# // Démarrer la recherche du bouton
# attachSoundToButton();
# }
# // Appeler la fonction d'initialisation
# setupSubmitSound();
# """
# with gr.Blocks(css=custom_css, js=custom_js) as app:
# gr.Markdown("# Your Gemma Three-(end) 💎")
# # Custom chatbot
# chatbot = gr.Chatbot(
# label="Gemma Chat",
# avatar_images=("./user.png", "./gemma.png"),
# height=450,
# show_copy_button=True
# )
# # Chat interface
# interface = gr.ChatInterface(
# fn=generate_response,
# chatbot=chatbot,
# title="Your Gemma 3-(iend)",
# theme=gr.themes.Soft(),
# additional_inputs=[
# gr.Textbox(
# value=ChatConfig.DEFAULT_SYSTEM_MSG,
# label="System Prompt (You can change the text below)",
# lines=2,
# placeholder="Enter system message..."
# ),
# gr.Slider(
# minimum=1,
# maximum=8192,
# value=ChatConfig.DEFAULT_MAX_TOKENS,
# step=1,
# label="Max Tokens (Response Length)",
# info="Controls response length"
# ),
# gr.Slider(
# minimum=0.1,
# maximum=1.0,
# value=ChatConfig.DEFAULT_TEMP,
# step=0.1,
# label="Temperature (0.1-1.0)",
# info="Controls randomness"
# ),
# gr.Slider(
# minimum=0.1,
# maximum=1.0,
# value=ChatConfig.DEFAULT_TOP_P,
# step=0.05,
# label="Top-P (0.1-1.0)",
# info="Controls diversity"
# )
# ],
# additional_inputs_accordion=gr.Accordion(label="Advanced Settings", open=False)
# )
# return app
def main():
app = create_interface()
app.launch(
server_name="0.0.0.0",
server_port=7860,
share=False,
show_api=False,
show_error=True,
debug=True
)
if __name__ == "__main__":
main() |