Fixed things
Browse files- app.py +8 -2
- requirements.txt +2 -0
- requirments.txt +0 -3
app.py
CHANGED
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@@ -1,13 +1,18 @@
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import gradio as gr
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from transformers import pipeline
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pipe = pipeline(
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"text-classification",
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model="SHK4K/suicide-roberta",
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-
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)
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def is_safe(text):
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if not text or not text.strip():
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return {
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@@ -19,6 +24,7 @@ def is_safe(text):
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text,
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truncation=True,
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max_length=512,
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)[0]
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return {
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@@ -44,7 +50,7 @@ demo = gr.Interface(
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title="Suicide Risk Detector",
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description=(
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"A research model that detects potential "
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"suicide-risk signals in text. "
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"This is not a medical diagnosis."
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),
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+
import spaces
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+
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import gradio as gr
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import torch
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from transformers import pipeline
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+
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pipe = pipeline(
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"text-classification",
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model="SHK4K/suicide-roberta",
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device=0 if torch.cuda.is_available() else -1,
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)
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@spaces.GPU
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def is_safe(text):
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if not text or not text.strip():
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return {
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text,
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truncation=True,
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max_length=512,
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top_k=None,
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)[0]
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return {
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title="Suicide Risk Detector",
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description=(
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"A research NLP model that detects potential "
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"suicide-risk signals in text. "
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"This is not a medical diagnosis."
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),
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requirements.txt
CHANGED
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@@ -1,3 +1,5 @@
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gradio
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transformers
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torch
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gradio
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transformers
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torch
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+
spaces
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+
sentencepiece
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requirments.txt
DELETED
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@@ -1,3 +0,0 @@
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-
gradio
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transformers
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torch
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