WiseAI / app.py
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import gradio as gr
from transformers import pipeline, AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained(
'vitaliy-sharandin/wiseai',
load_in_8bit=True,
device_map = {"": 0}
)
tokenizer = AutoTokenizer.from_pretrained('vitaliy-sharandin/wiseai')
pipe = pipeline('text-generation', model=model,tokenizer=tokenizer)
def generate_text(prompt):
result = pipe(prompt, max_length=200, do_sample=True, temperature=0.7, num_return_sequences=1, return_full_text=False)
return result[0]['generated_text']
iface = gr.Interface(fn=generate_text, inputs="text", outputs="text")
iface.launch()