Add test-gradio HF Space for codemix PII detector

Gradio UI deployed to huggingface.co/spaces/Ramosh99/test
using the Ramosh99/mixcode_pii_detector model.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

.gitattributes

@@ -0,0 +1,35 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,18 @@
+---
+title: Sinhala-English Codemix PII Detector
+emoji: 🔒
+colorFrom: green
+colorTo: blue
+sdk: gradio
+sdk_version: 6.20.0
+python_version: '3.12'
+app_file: app.py
+pinned: false
+license: apache-2.0
+---
+
+# Sinhala-English Codemix PII Detector
+
+Detects PII entities in Sinhala-English code-mixed text using the `Ramosh99/mixcode_pii_detector` model (XLM-RoBERTa token-classification).
+
+Supported entity types: PERSON, ORG, PHONE, EMAIL, NIC, LOCATION, etc.

app.py

@@ -0,0 +1,55 @@
+import spaces
+import os
+import gradio as gr
+import torch
+from transformers import pipeline
+
+ner = pipeline(
+    "ner",
+    model="Ramosh99/mixcode_pii_detector",
+    aggregation_strategy="average",
+    token=os.getenv("HF_TOKEN"),
+)
+
+
+@spaces.GPU
+def detect_pii(text):
+    if not text.strip():
+        return {"text": text, "entities": []}
+
+    raw = ner(text)
+    entities = []
+    for item in raw:
+        label = item.get("entity_group", "")
+        if label.startswith(("B-", "I-")):
+            label = label[2:]
+        entities.append({
+            "entity": label,
+            "start": item["start"],
+            "end": item["end"],
+            "score": round(float(item["score"]), 4),
+        })
+
+    highlighted = [{"entity": item["entity"], "start": item["start"], "end": item["end"]} for item in entities]
+    return {"text": text, "entities": highlighted}
+
+
+demo = gr.Interface(
+    fn=detect_pii,
+    inputs=gr.Textbox(
+        label="Input Text",
+        placeholder="Enter Sinhala-English codemixed text...",
+        lines=4,
+    ),
+    outputs=gr.HighlightedText(label="Detected PII Entities"),
+    title="Sinhala-English Codemix PII Detector",
+    description="Detects PII entities (PERSON, ORG, PHONE, EMAIL, NIC, etc.) in Sinhala-English code-mixed text using the Ramosh99/mixcode_pii_detector model.",
+    examples=[
+        ["Mage name Kamal, man wada karanne MAS Holdings eke, phone 071-1234567"],
+        ["මගේ email address kamal.perera@gmail.com, NIC number 199912345678"],
+        ["I live in Colombo and my phone number is 0771234567"],
+    ],
+    flagging_mode="never",
+)
+
+demo.launch()

requirements.txt

@@ -0,0 +1,3 @@
+transformers>=4.40.0
+torch>=2.2.0
+sentencepiece>=0.2.0