loubnabnl HF Staff commited on
Commit
f3048cf
·
1 Parent(s): 38243df

update app

Browse files
Files changed (1) hide show
  1. app.py +4 -4
app.py CHANGED
@@ -6,8 +6,8 @@ from transformers import pipeline
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  title = "CodeParrot Generator"
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  description = "This is a subspace to make code generation with CodeParrot, it is used in a larger space for model comparison."
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  example = "def print_hello_world():\n \"""Print 'Hello world' \""" "
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- tokenizer = load_tokenizer("lvwerra/codeparrot")
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- model = load_model("lvwerra/codeparrot")
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  def code_generation(gen_prompt, strategy, max_tokens, seed=42):
@@ -24,7 +24,7 @@ def code_generation(gen_prompt, strategy, max_tokens, seed=42):
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  return generated_text
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- interface = gr.Interface(
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  fn=code_generation,
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  inputs=[
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  gr.Textbox(lines=10, label="Input code"),
@@ -51,4 +51,4 @@ interface = gr.Interface(
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  description=description,
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  title=title
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  )
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- interface.launch()
 
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  title = "CodeParrot Generator"
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  description = "This is a subspace to make code generation with CodeParrot, it is used in a larger space for model comparison."
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  example = "def print_hello_world():\n \"""Print 'Hello world' \""" "
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+ tokenizer = AutoTokenizer.from_pretrained("lvwerra/codeparrot")
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+ model = AutoModelForCausalLM.from_pretrained("lvwerra/codeparrot", low_cpu_mem_usage=True)
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  def code_generation(gen_prompt, strategy, max_tokens, seed=42):
 
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  return generated_text
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+ iface = gr.Interface(
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  fn=code_generation,
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  inputs=[
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  gr.Textbox(lines=10, label="Input code"),
 
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  description=description,
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  title=title
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  )
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+ iface.launch()