breadlicker45 commited on
Commit
6d16bdb
·
1 Parent(s): 5d201e7

Update app.py

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Files changed (1) hide show
  1. app.py +19 -1
app.py CHANGED
@@ -1,3 +1,21 @@
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  import gradio as gr
 
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- gr.Interface.load("models/breadlicker45/dough-instruct-base-001").launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  import gradio as gr
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+ from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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+ tokenizer = AutoTokenizer.from_pretrained("breadlicker45/dough-instruct-base-001")
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+ tokenizer.padding_side = 'left'
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+ model = AutoModelForCausalLM.from_pretrained("breadlicker45/dough-instruct-base-001")
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+
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+ def generate_text(prompt):
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+ generator = pipeline('text-generation', model=model, tokenizer=tokenizer, do_sample=True)
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+ text = """Q:
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+ """ + prompt + """
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+ A:"""
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+ answer = generator(text, max_length=50, min_length=10, temperature=0.8, top_p=0.9)
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+ lst = answer[0]['generated_text']
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+ out = lst.replace(text, '''''')
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+ return out
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+
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+ input_text = gr.inputs.Textbox(lines=5, label="Input Text")
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+ output_text = gr.outputs.Textbox(label="Generated Text")
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+
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+ gr.Interface(generate_text, input_text, output_text).launch()