K00B404 commited on
Commit
a0e0bd1
1 Parent(s): 77c3ee2

Update app.py

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Files changed (1) hide show
  1. app.py +25 -5
app.py CHANGED
@@ -16,15 +16,35 @@ API_URL_DEV = "https://api-inference.huggingface.co/models/black-forest-labs/FLU
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  API_URL = "https://api-inference.huggingface.co/models/black-forest-labs/FLUX.1-schnell"
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  timeout = 100
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- def enhance_prompt(prompt, style="photorealistic"):
 
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  client = Client("K00B404/Mistral-Nemo-custom")
 
 
 
 
 
 
 
 
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  result = client.predict(
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- system_prompt="You are a image generation prompt enhancer and must respond only with the enhanced version of the users input prompt",
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- user_message=f"###input image generation prompt### {prompt}",
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- api_name="/predict"
 
 
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  )
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  return result
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  def mistral_nemo_call(prompt, API_TOKEN, model="mistralai/Mistral-Nemo-Instruct-2407", style="photo-realistic"):
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  client = InferenceClient(api_key=API_TOKEN)
@@ -74,7 +94,7 @@ def query(prompt, is_negative=False, steps=30, cfg_scale=7, sampler="DPM++ 2M Ka
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  original_prompt = prompt
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  if enhance_prompt_option:
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- prompt = enhance_prompt(prompt)
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  print(f'\033[1mGeneration {key} enhanced prompt:\033[0m {prompt}')
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  if use_mistral_nemo:
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  prompt = mistral_nemo_call(prompt,API_TOKEN=API_TOKEN,style="cartoon")
 
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  API_URL = "https://api-inference.huggingface.co/models/black-forest-labs/FLUX.1-schnell"
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  timeout = 100
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+ def enhance_prompt(prompt, model="mistralai/Mistral-7B-Instruct-v0.1", style="photo-realistic"):
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+
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  client = Client("K00B404/Mistral-Nemo-custom")
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+
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+ system_prompt=f"""
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+ You are a image generation prompt enhancer specialized in the {style} style.
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+ You must respond only with the enhanced version of the users input prompt
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+ Remember, image generation models can be stimulated by refering to camera 'effect' in the prompt like :4k ,award winning, super details, 35mm lens, hd
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+ """
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+ user_message=f"###input image generation prompt### {prompt}"
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+
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  result = client.predict(
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+ system_prompt=system_prompt,
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+ user_message=user_message,
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+ max_tokens=256,
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+ model_id=model,# "mistralai/Mistral-Nemo-Instruct-2407",
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+ api_name="/predict"
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  )
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  return result
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+ # The output value that appears in the "Response" Textbox component.
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+ """result = client.predict(
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+ system_prompt=system_prompt,#"You are a image generation prompt enhancer and must respond only with the enhanced version of the users input prompt",
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+ user_message=user_message,
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+ max_tokens=500,
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+ api_name="/predict"
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+ )
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+ return result
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+ """
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  def mistral_nemo_call(prompt, API_TOKEN, model="mistralai/Mistral-Nemo-Instruct-2407", style="photo-realistic"):
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  client = InferenceClient(api_key=API_TOKEN)
 
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  original_prompt = prompt
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  if enhance_prompt_option:
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+ prompt = enhance_prompt(prompt, style="cartoon")
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  print(f'\033[1mGeneration {key} enhanced prompt:\033[0m {prompt}')
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  if use_mistral_nemo:
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  prompt = mistral_nemo_call(prompt,API_TOKEN=API_TOKEN,style="cartoon")