zeroMN commited on
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feacfef
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1 Parent(s): c8ae9d8

Update app.py

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Files changed (1) hide show
  1. app.py +16 -6
app.py CHANGED
@@ -1,11 +1,21 @@
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  import gradio as gr
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- gr.load("huggingface", "zeroMN/zeroMN_SHMT")
 
 
 
 
 
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- def greet(name):
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- return "Hello " + name + "!!"
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-
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- demo = gr.Interface(fn=greet, inputs="text", outputs="audio")
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- demo.launch(true)
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  import gradio as gr
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+ def load_model():
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+ # 在这里加载 Hugging Face 模型
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+ # 比如使用 transformers 库来加载模型
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+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
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+ model_name = "zeroMN/zeroMN_SHMT"
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+ model = AutoModelForSequenceClassification.from_pretrained(model_name)
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ return model, tokenizer
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+ def infer(text):
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+ model, tokenizer = load_model()
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+ inputs = tokenizer(text, return_tensors="pt")
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+ outputs = model(**inputs)
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+ # 根据模型输出生成响应
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+ return f"Predicted response for: {text}"
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+ # 使用 Gradio 创建接口
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+ gr.Interface(fn=infer, inputs="text", outputs="text").launch()
 
 
 
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