RobCaamano
commited on
Commit
•
51a09b7
1
Parent(s):
63653f6
Update app.py
Browse files
app.py
CHANGED
@@ -25,6 +25,7 @@ model_name = ""
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model_mapping = {
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"Toxicity - 1 Epoch": "RobCaamano/toxicity",
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"Toxicity - 8 Epochs": "RobCaamano/toxicity_update",
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"DistilBERT Base Uncased (SST-2)": "distilbert-base-uncased-finetuned-sst-2-english",
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}
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@@ -47,7 +48,7 @@ input = tokenizer(text, return_tensors="tf")
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if submit:
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results = dict(d.values() for d in clf(text)[0])
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-
if model_name in ["RobCaamano/toxicity", "RobCaamano/toxicity_update"]:
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classes = {k: results[k] for k in results.keys() if not k == "toxic"}
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max_class = max(classes, key=classes.get)
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@@ -77,4 +78,4 @@ if submit:
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st.table(result_df)
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expander = st.expander("View Raw output")
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expander.write(results)
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model_mapping = {
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"Toxicity - 1 Epoch": "RobCaamano/toxicity",
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"Toxicity - 8 Epochs": "RobCaamano/toxicity_update",
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+
"Toxicity - Weighted": "RobCaamano/toxicity_weighted",
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"DistilBERT Base Uncased (SST-2)": "distilbert-base-uncased-finetuned-sst-2-english",
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}
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if submit:
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results = dict(d.values() for d in clf(text)[0])
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if model_name in ["RobCaamano/toxicity", "RobCaamano/toxicity_update", "RobCaamano/toxicity_weighted"]:
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classes = {k: results[k] for k in results.keys() if not k == "toxic"}
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max_class = max(classes, key=classes.get)
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st.table(result_df)
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expander = st.expander("View Raw output")
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expander.write(results)
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