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Update app.py
Browse files
app.py
CHANGED
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@@ -11,16 +11,27 @@ model = None
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def load_model():
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global model
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try:
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logger.info("Loading
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from transformers import pipeline
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# Use
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model = pipeline(
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return True
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except Exception as e:
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logger.error(f"❌ Error loading model: {e}")
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@app.route('/generate', methods=['POST'])
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def generate_text():
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@@ -48,22 +59,23 @@ def generate_text():
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@app.route('/health', methods=['GET'])
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def health():
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return jsonify({
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"status": "healthy",
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"model_loaded": model is not None
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})
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@app.route('/', methods=['GET'])
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def home():
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return jsonify({
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"message": "Phi 3.5 API is running!",
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"endpoints": {
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"generate": "POST /generate",
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"health": "GET /health"
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}
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})
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if __name__ == '__main__':
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logger.info("Starting Phi 3.5 API...")
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load_model()
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port = int(os.environ.get('PORT', 7860))
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app.run(host='0.0.0.0', port=port, debug=False)
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def load_model():
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global model
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try:
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logger.info("Loading YOUR fine-tuned model...")
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from transformers import pipeline
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# Use YOUR converted model
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model = pipeline(
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"text-generation",
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model="kacperbb/phi-3.5-hf-finetuned",
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trust_remote_code=True
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)
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logger.info("✅ YOUR fine-tuned model loaded successfully!")
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return True
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except Exception as e:
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logger.error(f"❌ Error loading your model: {e}")
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logger.info("Falling back to base model...")
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try:
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model = pipeline("text-generation", model="microsoft/Phi-3.5-mini-instruct")
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logger.info("✅ Base model loaded as fallback")
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return True
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except Exception as e2:
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logger.error(f"❌ Fallback failed: {e2}")
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return False
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@app.route('/generate', methods=['POST'])
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def generate_text():
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@app.route('/health', methods=['GET'])
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def health():
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return jsonify({
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"status": "healthy",
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"model_loaded": model is not None
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})
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@app.route('/', methods=['GET'])
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def home():
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return jsonify({
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"message": "Your Phi 3.5 Fine-tuned API is running!",
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"model": "kacperbb/phi-3.5-hf-finetuned",
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"endpoints": {
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"generate": "POST /generate",
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"health": "GET /health"
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}
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})
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if __name__ == '__main__':
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logger.info("Starting YOUR Phi 3.5 API...")
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load_model()
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port = int(os.environ.get('PORT', 7860))
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app.run(host='0.0.0.0', port=port, debug=False)
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