Tag: LLM
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What is Knowledge Distillation? Simplifying Complex Models for Faster Inference
As AI models grow increasingly complex, deploying them in real-time applications becomes challenging due to their computational demands. Knowledge Distillation (KD) offers a solution by transferring knowledge from a large, complex model (the “teacher”) to a smaller, more efficient model (the “student”). This technique allows for significant reductions in model size and computational load without […]
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LLMOps Essentials: A Practical Guide To Operationalizing Large Language Models
When you engage with ChatGPT or any other Generative AI tool, you just type and enter your query and Tada!! You get your answer in seconds. Ever wondered how it happens and how it is so quick? Let’s peel back the curtain of the LLMs a bit. What actually happens behind the screen is a […]
