Create app.py

app.py

@@ -0,0 +1,22 @@
+from flask import Flask, request, jsonify
+from flask_cors import CORS
+from transformers import pipeline
+import torch
+
+app = Flask(__name__)
+CORS(app)
+
+# Load YOUR specific model directly into the Space
+pipe = pipeline("text-generation", model="insaabbas/phi2-4-epoch-humor-model", device_map="auto")
+
+@app.route("/generate", methods=["POST"])
+def generate():
+    data = request.json
+    prompt = data.get("prompt", "")
+    # Format for Phi-2
+    full_prompt = f"Instruct: {prompt}\nOutput:"
+    result = pipe(full_prompt, max_new_tokens=100, do_sample=True, temperature=0.7)
+    return jsonify({"joke": result[0]['generated_text'].replace(full_prompt, "").strip()})
+
+if __name__ == "__main__":
+    app.run(host="0.0.0.0", port=7860)