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import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
# Model ID
model_id = "mistralai/Mistral-7B-Instruct-v0.1"
# Load tokenizer & model
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(
model_id,
torch_dtype="auto",
device_map=None # ensures CPU runs safely
)
# Create pipeline
pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
def chat(prompt):
outputs = pipe(
prompt,
max_new_tokens=200,
do_sample=True,
temperature=0.7,
top_p=0.9
)
return outputs[0]["generated_text"]
# Gradio interface
iface = gr.Interface(fn=chat, inputs="text", outputs="text", title="Super AI Brain")
iface.launch()