Commit
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7b34e37
1
Parent(s):
2fd3831
models will be downloaded when the server starts
Browse files- app.py +1 -0
- on_server_start.py +37 -0
app.py
CHANGED
@@ -7,6 +7,7 @@ In the demo, the user can write a prompt
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import streamlit as st
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from hanlde_form_submit import on_form_submit
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AVAILABLE_MODEL_NAMES = "https://huggingface.co/models?pipeline_tag=text-generation&sort=downloads"
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import streamlit as st
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from hanlde_form_submit import on_form_submit
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from on_server_start import main as on_server_start_main
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AVAILABLE_MODEL_NAMES = "https://huggingface.co/models?pipeline_tag=text-generation&sort=downloads"
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on_server_start.py
ADDED
@@ -0,0 +1,37 @@
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"""
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A script that is run when the server starts.
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"""
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from transformers import AutoModelForCausalLM, AutoTokenizer
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def download_model(model_name: str):
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"""
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Downloads the model with the given name.
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:param model_name: The name of the model to download.
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"""
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AutoModelForCausalLM.from_pretrained(model_name)
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AutoTokenizer.from_pretrained(model_name)
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def download_useful_models():
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"""
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Downloads the models that are useful for this project.
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So that the user doesn't have to wait for the models to download when they first use the app.
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"""
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useful_models = (
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"gpt2",
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"EleutherAI/gpt-j-6B",
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"sberbank-ai/mGPT",
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"facebook/opt-125m",
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)
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for model_name in useful_models:
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download_model(model_name)
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def main():
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download_useful_models()
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if __name__ == "__main__":
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main()
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