ashishraics commited on
Commit
d670ff4
1 Parent(s): 1948818

update app readme

Browse files
Files changed (3) hide show
  1. app.py +5 -7
  2. hf_space1.png +0 -0
  3. zeroshot_clf_helper.py +0 -1
app.py CHANGED
@@ -9,6 +9,7 @@ import os
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  import time
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  import plotly.express as px
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  import plotly.graph_objects as go
 
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  global _plotly_config
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  _plotly_config={'displayModeBar': False}
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@@ -229,18 +230,15 @@ def zs_mlm_task_selected(task,
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  ############## Pre-Download & instantiate objects for Zero shot MLM analysis ********************* END **********************************
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  if select_task=='README':
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  st.header("NLP Summary")
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- st.write(f"The current App deployed in Huggingface Space has {total_threads} CPU cores but only 1 is available per user so "
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  f"inference time will be on the higher side.")
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  st.markdown("---")
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- st.subheader("Info on Zeroshot Text Classification")
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- st.write("* It has been implemented using 2 novel approaches")
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- st.write("1. Using Natural Language Inference")
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- st.write("2. Using Masked language Model")
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- st.write("Relevant Paper - https://paperswithcode.com/paper/zero-shot-text-classification-with-generative")
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- st.markdown()
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  if select_task == 'Detect Sentiment':
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  t1=time.time()
 
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  import time
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  import plotly.express as px
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  import plotly.graph_objects as go
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+ from PIL import Image
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  global _plotly_config
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  _plotly_config={'displayModeBar': False}
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  ############## Pre-Download & instantiate objects for Zero shot MLM analysis ********************* END **********************************
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+ # Image.open('hf_space1.png').convert('RGB').save('hf_space1.png')
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+ img = Image.open("hf_space1.png")
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  if select_task=='README':
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  st.header("NLP Summary")
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+ st.write(f"The App gives you ability to 1) Detect Sentiment, 2) Zeroshot Classification.Currently.It has {total_threads} CPU cores but only 1 is available per user so "
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  f"inference time will be on the higher side.")
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  st.markdown("---")
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+ st.image(img)
 
 
 
 
 
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  if select_task == 'Detect Sentiment':
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  t1=time.time()
hf_space1.png ADDED
zeroshot_clf_helper.py CHANGED
@@ -5,7 +5,6 @@ import subprocess
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  import numpy as np
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  import pandas as pd
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  import transformers
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- import transformers.convert_graph_to_onnx as onnx_convert
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  from pathlib import Path
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  import streamlit as st
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  import numpy as np
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  import pandas as pd
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  import transformers
 
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  from pathlib import Path
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  import streamlit as st
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