dancrvlh commited on
Commit
d6fb0fc
·
1 Parent(s): f31bb11
Files changed (2) hide show
  1. app.py +3 -1
  2. requirements.txt +2 -1
app.py CHANGED
@@ -1,6 +1,7 @@
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  import gradio as gr
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  from transformers import AutoModelForSequenceClassification, AutoTokenizer
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  import torch
 
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  model_name = "dancrvlh/Language"
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  model = AutoModelForSequenceClassification.from_pretrained(model_name)
@@ -19,7 +20,8 @@ def predict(text):
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  inputs = tokenizer(text, return_tensors="pt")
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  outputs = model(**inputs)
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  predictions = outputs.logits
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- return mapping[round(predictions.item())]
 
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  iface = gr.Interface(
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  fn=predict,
 
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  import gradio as gr
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  from transformers import AutoModelForSequenceClassification, AutoTokenizer
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  import torch
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+ import numpy as np
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  model_name = "dancrvlh/Language"
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  model = AutoModelForSequenceClassification.from_pretrained(model_name)
 
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  inputs = tokenizer(text, return_tensors="pt")
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  outputs = model(**inputs)
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  predictions = outputs.logits
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+ return mapping[round(np.exp(predictions.item()))]
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+
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  iface = gr.Interface(
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  fn=predict,
requirements.txt CHANGED
@@ -1,4 +1,5 @@
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  pip
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  gradio
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  transformers
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- torch
 
 
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  pip
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  gradio
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  transformers
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+ torch
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+ numpy