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Runtime error
reshinthadithyan
commited on
Commit
·
ab3f69e
1
Parent(s):
2da0be7
adding basic model addition
Browse files
main.py
ADDED
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import streamlit as st
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from transformers import AutoModelForCausalLM, AutoTokenizer
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MODEL_NAME = "reshinthadith"
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def load_model_and_tokenizer(model_name):
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"""Adding load_model_and_tokenizer function to keep the model in the memory"""
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model = AutoModelForCausalLM.from_pretrained(model_name)
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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return tokenizer,model
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tokenizer,model = load_model_and_tokenizer(MODEL_NAME)
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st.set_page_config(
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page_title= "Code Representation Learning",
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initial_sidebar_state= "expanded"
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)
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st.sidebar.title("Code Representation Learning")
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workflow = st.sidebar.selectbox('select a task', ['Bash Synthesis'])
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if workflow == "Bash Synthesis":
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st.title("Program Synthesis for Bash")
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arxiv_id = st.text_input("Natural Language prompt ","list all the files in the directory 'data\' ")
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output_diction = {}
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button = st.button("synthesize")
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if button:
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link_gen = r"https://arxiv.org/abs/"
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webbrowser.open_new_tab(link_gen+str(arxiv_id))
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# Abstract
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with st.beta_expander("Abstract"):
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st.write(output_diction["abstract"])
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with st.beta_expander("Influencing Citations"):
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st.write(output_diction["influenital_citations"])
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with st.beta_expander("Citation Graph"):
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print("")
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elif workflow == "Rebuttal Analysis":
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st.title("Rebuttal Analysis")
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