Upload 5 files

APP.py

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+# -*- coding: utf-8 -*-
+"""model.ipynb
+
+Automatically generated by Colab.
+
+Original file is located at
+    https://colab.research.google.com/drive/1gCiedN3pbGAmSaO0KWH3Z2IFLcaZLwuw
+"""
+
+from huggingface_hub import hf_hub_download
+import pickle
+import gradio as gr
+
+# Replace with your Hugging Face repo info
+repo_id = "Sonia2k5/Number_to_words"  
+filename = "Number_to_word_model.pkl"
+
+# Download the model from the hub
+model_path = hf_hub_download(repo_id=repo_id, filename=filename)
+
+# Now `model` is ready to use
+with open(model_path, "rb") as f:
+    model, le = pickle.load(f)
+
+
+def predict_number_to_word(number):
+    if not isinstance(number, (int, float)):
+        return "Please enter a valid number."
+    if number < 1 or number > 1000:
+        return "❌ Please enter a number between 1 and 1000 only."
+    encoded = model.predict([[int(number)]])
+    word = le.inverse_transform(encoded)[0]
+    return f"{int(number)} → {word}"
+
+# Create Gradio interface
+iface = gr.Interface(
+    fn=predict_number_to_word,
+    inputs=gr.Number(label="Enter a number (1 to 1000)"),
+    outputs=gr.Textbox(label="Number in Words"),
+    title="🔢 Number to Word Converter",
+    description="Converts a number between 1 and 1000 to its English word using a Decision Tree model."
+)
+
+iface.launch()
+

Number_to_word_model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:145f92d732d5738998866f66d4ff36ad2c96edc221f96ff84457b135e87102b1
+size 16220990

config.json

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+{
+  "model_name": "number_to_word_classifier",
+  "model_type": "DecisionTreeClassifier",
+  "input_range": [
+    1,
+    100
+  ],
+  "output_type": "number_to_english_word",
+  "library": "scikit-learn",
+  "version": "1.0",
+  "author": "Sonia"
+}

requirements.txt

@@ -0,0 +1,3 @@
+gradio
+transformers
+torch

tokenizer.json

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+{
+  "version": "1.0",
+  "truncation": null,
+  "padding": null,
+  "added_tokens": [],
+  "normalizer": {
+    "type": "Lowercase"
+  },
+  "pre_tokenizer": {
+    "type": "Whitespace"
+  },
+  "post_processor": null,
+  "decoder": {
+    "type": "WordPiece",
+    "cleanup": true
+  },
+  "model": {
+    "vocab": {
+      "one": 0,
+      "two": 1,
+      "three": 2,
+      "four": 3,
+      "five": 4,
+      "six": 5,
+      "seven": 6,
+      "eight": 7,
+      "nine": 8,
+      "ten": 9,
+      "eleven": 10,
+      "twelve": 11,
+      "thirteen": 12,
+      "fourteen": 13,
+      "fifteen": 14,
+      "sixteen": 15,
+      "seventeen": 16,
+      "eighteen": 17,
+      "nineteen": 18,
+      "twenty": 19,
+      "twenty-one": 20,
+      "twenty-two": 21,
+      "twenty-three": 22,
+      "twenty-four": 23,
+      "twenty-five": 24,
+      "twenty-six": 25,
+      "twenty-seven": 26,
+      "twenty-eight": 27,
+      "twenty-nine": 28,
+      "thirty": 29,
+      "forty": 30,
+      "fifty": 31,
+      "sixty": 32,
+      "seventy": 33,
+      "eighty": 34,
+      "ninety": 35,
+      "hundred": 36
+    },
+    "type": "WordLevel",
+    "unk_token": "[UNK]"
+  }
+}