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import time
import gradio as gr
from ctransformers import AutoModelForCausalLM
# Set gpu_layers to the number of layers to offload to GPU. Set to 0 if no GPU acceleration is available on your system.
model_path = "TheBloke/WizardLM-7B-uncensored.Q3_K_S.gguf"
llm = AutoModelForCausalLM.from_pretrained(model_path, model_type="llama",stream=True)
def generate_response(message):
response = llm(message)
yield response
def chatbot(message, history):
response_generator = generate_response(message)
for response in response_generator:
time.sleep(0.3) # Optional delay for a natural chat feel
yield response
iface = gr.ChatInterface(chatbot)
iface.launch() |