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1 Parent(s): c7fa6e5

Create app.py

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  1. app.py +22 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ import torch
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+
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+ model_name = "sand-ai/MAGI-1"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(
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+ model_name,
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+ torch_dtype=torch.float16,
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+ device_map="cpu"
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+ )
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+
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+ def chat_fn(message, history):
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+ inputs = tokenizer(message, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_new_tokens=200)
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+ reply = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return reply
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+
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+ demo = gr.ChatInterface(chat_fn)
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+
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+ demo.launch()