Initial model upload

.gitattributes

@@ -0,0 +1,2 @@
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.data* filter=lfs diff=lfs merge=lfs -text

app.py

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+import tensorflow as tf
+from google.protobuf.struct_pb2 import Struct
+
+def create_proto_message(text):
+    message = Struct()
+    message.fields["task_data"].string_value = text
+    return message.SerializeToString()
+
+class TFProtoModel:
+    def __init__(self, model_path):
+        self.model = tf.saved_model.load(model_path)
+        self.infer = self.model.signatures['serving_default']
+    
+    def predict(self, text):
+        proto_data = create_proto_message(text)
+        input_tensor = tf.constant([proto_data], dtype=tf.string)
+        result = self.infer(inputs=input_tensor)
+        return result['outputs'].numpy()
+
+# Initialize model when the file is loaded
+model = TFProtoModel("model")
+
+# This is the function Hugging Face will call
+def pipeline(text):
+    return model.predict(text)

model/assets/completed_by_advocacy_diplomacy_vocab

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model/assets/completed_by_advocacy_empiricism_vocab

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model/assets/completed_by_advocacy_focus_vocab

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model/assets/completed_by_advocacy_intersectionality_vocab

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model/assets/completed_by_advocacy_rights_vocab

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model/assets/completed_by_advocate_vocab

@@ -0,0 +1,3 @@
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model/assets/completed_by_age_vocab

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model/assets/completed_by_agreeableness_vocab

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model/assets/completed_by_conscientiousness_vocab

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model/assets/completed_by_country_vocab

@@ -0,0 +1,194 @@
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model/assets/completed_by_current_lifestyle_vocab

@@ -0,0 +1,6 @@
+$
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model/assets/completed_by_education_level_vocab

@@ -0,0 +1,49 @@
+ _MISSING_ 
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model/assets/completed_by_ethnicity_vocab

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model/assets/completed_by_extraversion_vocab

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model/assets/completed_by_gender_vocab

@@ -0,0 +1,22 @@
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model/assets/completed_by_income_level_vocab

@@ -0,0 +1,16 @@
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+Comfortable
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model/assets/completed_by_neuroticism_vocab

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model/assets/completed_by_openness_vocab

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model/assets/completed_by_political_affiliation_vocab

@@ -0,0 +1,58 @@
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model/assets/completed_by_religious_affiliation_vocab

@@ -0,0 +1,81 @@
+$
+$Christianity
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model/assets/completed_by_roles_vocab

@@ -0,0 +1,98 @@
+in
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+clothing
+accessories
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model/assets/completed_by_species_vocab

@@ -0,0 +1,443 @@
+$Human
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