Welcome to the FAQ page for Infermatic.ai! Here, you can find answers to your questions about large language models and the AI industry. Whether you’re curious about how to use our tools or want to learn more about AI, this page is a great place to start.
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Related Questions
- What is knowledge distillation and how does it help reduce model complexity?
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- What is quantization and how does it aid in reducing model size?
- Can ensemble methods be used to increase the accuracy of a large language model while reducing model complexity?
- What is transfer learning and how can it be employed to reduce model complexity by utilizing pre-trained models as initializations?
- How does regularization, particularly dropout, impact model accuracy versus model complexity?
- What are the effects of model compression algorithms such as Huffman coding, on model size and maintain performance?
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