Update app.py

app.py

@@ -6,7 +6,7 @@ from transformers import RobertaForSequenceClassification, RobertaTokenizer
 
 Load custom fine-tuned sentiment model
 
-sentiment_model = AutoModelForSequenceClassification.from_pretrained(“SamanthaStorm/tether-sentiment”)
+sentiment_model = AutoModelForSequenceClassification.from_pretrained("SamanthaStorm/tether-sentiment”)
 sentiment_tokenizer = AutoTokenizer.from_pretrained(“SamanthaStorm/tether-sentiment”)
 
 Load abuse pattern model
@@ -16,39 +16,39 @@ model = RobertaForSequenceClassification.from_pretrained(model_name, trust_remot
 tokenizer = RobertaTokenizer.from_pretrained(model_name, trust_remote_code=True)
 
 LABELS = [
-“gaslighting”, “mockery”, “dismissiveness”, “control”, “guilt_tripping”, “apology_baiting”, “blame_shifting”, “projection”,
-“contradictory_statements”, “manipulation”, “deflection”, “insults”, “obscure_formal”, “recovery_phase”, “non_abusive”,
-“suicidal_threat”, “physical_threat”, “extreme_control”
+"gaslighting”, “mockery”, “dismissiveness”, “control”, “guilt_tripping”, “apology_baiting”, “blame_shifting”, “projection”,
+"contradictory_statements”, “manipulation”, “deflection”, “insults”, “obscure_formal”, “recovery_phase”, “non_abusive”,
+"suicidal_threat”, “physical_threat”, “extreme_control”
 ]
 
 THRESHOLDS = {
-“gaslighting”: 0.25, “mockery”: 0.15, “dismissiveness”: 0.30, “control”: 0.43, “guilt_tripping”: 0.19,
-“apology_baiting”: 0.45, “blame_shifting”: 0.23, “projection”: 0.50, “contradictory_statements”: 0.25,
-“manipulation”: 0.25, “deflection”: 0.30, “insults”: 0.34, “obscure_formal”: 0.25, “recovery_phase”: 0.25,
-“non_abusive”: 2.0, “suicidal_threat”: 0.45, “physical_threat”: 0.02, “extreme_control”: 0.36
+"gaslighting”: 0.25, “mockery”: 0.15, “dismissiveness”: 0.30, “control”: 0.43, “guilt_tripping”: 0.19,
+"apology_baiting”: 0.45, “blame_shifting”: 0.23, “projection”: 0.50, “contradictory_statements”: 0.25,
+"manipulation”: 0.25, “deflection”: 0.30, “insults”: 0.34, “obscure_formal”: 0.25, “recovery_phase”: 0.25,
+"non_abusive”: 2.0, “suicidal_threat”: 0.45, “physical_threat”: 0.02, “extreme_control”: 0.36
 }
 
 PATTERN_LABELS = LABELS[:15]
 DANGER_LABELS = LABELS[15:18]
 
 EXPLANATIONS = {
-“gaslighting”: “Gaslighting involves making someone question their own reality or perceptions…”,
-“blame_shifting”: “Blame-shifting is when one person redirects the responsibility…”,
-“projection”: “Projection involves accusing the victim of behaviors the abuser exhibits.”,
-“dismissiveness”: “Dismissiveness is belittling or disregarding another person’s feelings.”,
-“mockery”: “Mockery ridicules someone in a hurtful, humiliating way.”,
-“recovery_phase”: “Recovery phase dismisses someone’s emotional healing process.”,
-“insults”: “Insults are derogatory remarks aimed at degrading someone.”,
-“apology_baiting”: “Apology-baiting manipulates victims into apologizing for abuser’s behavior.”,
-“deflection”: “Deflection avoids accountability by redirecting blame.”,
-“control”: “Control restricts autonomy through manipulation or coercion.”,
-“extreme_control”: “Extreme control dominates decisions and behaviors entirely.”,
-“physical_threat”: “Physical threats signal risk of bodily harm.”,
-“suicidal_threat”: “Suicidal threats manipulate others using self-harm threats.”,
-“guilt_tripping”: “Guilt-tripping uses guilt to manipulate someone’s actions.”,
-“manipulation”: “Manipulation deceives to influence or control outcomes.”,
-“non_abusive”: “Non-abusive language is respectful and free of coercion.”,
-“obscure_formal”: “Obscure/formal language manipulates through confusion or superiority.”
+"gaslighting”: “Gaslighting involves making someone question their own reality or perceptions…”,
+"blame_shifting”: “Blame-shifting is when one person redirects the responsibility…”,
+"projection”: “Projection involves accusing the victim of behaviors the abuser exhibits.”,
+"dismissiveness”: “Dismissiveness is belittling or disregarding another person’s feelings.”,
+"mockery”: “Mockery ridicules someone in a hurtful, humiliating way.”,
+"recovery_phase”: “Recovery phase dismisses someone’s emotional healing process.”,
+"insults”: “Insults are derogatory remarks aimed at degrading someone.”,
+"apology_baiting”: “Apology-baiting manipulates victims into apologizing for abuser’s behavior.”,
+"deflection”: “Deflection avoids accountability by redirecting blame.”,
+"control”: “Control restricts autonomy through manipulation or coercion.”,
+"extreme_control”: “Extreme control dominates decisions and behaviors entirely.”,
+"physical_threat”: “Physical threats signal risk of bodily harm.”,
+"suicidal_threat”: “Suicidal threats manipulate others using self-harm threats.”,
+"guilt_tripping”: “Guilt-tripping uses guilt to manipulate someone’s actions.”,
+"manipulation”: “Manipulation deceives to influence or control outcomes.”,
+"non_abusive”: “Non-abusive language is respectful and free of coercion.”,
+"obscure_formal”: “Obscure/formal language manipulates through confusion or superiority.”
 }
 
 def custom_sentiment(text):