unsloth_bot / app.py
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used our model
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import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer
# Replace 'your-username/your-model' with your model's name
model_name = "Atchayaa13/mistral-7b-oig-unsloth-merged"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)
def chatbot_response(message):
inputs = tokenizer(message, return_tensors="pt")
outputs = model.generate(inputs.input_ids, max_length=100)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
return response
iface = gr.Interface(fn=chatbot_response, inputs="text", outputs="text", title="My Chatbot")
iface.launch()