What is Knowledge distillation? | IBM
What is Knowledge distillation? | IBM
Apr 16, 2024
ibm.com
AI Model Distillation - Making Giant AI Small & Fast
AI Model Distillation - Making Giant AI Small & Fast
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Ziran Science on Instagram: "🚀 AI Evolution: What is Model Distillation? 🤖 Distillation in AI is like a master teaching a student! 📚 A large AI model (teacher) transfers its knowledge to a smaller one (student), making it faster, more efficient, and cost-effective. ⚡ This process helps AI run smoothly on mobile devices and real-time applications without losing accuracy. 📉💡 Want to know how this impacts ChatGPT, DeepSeek, and other AI models? Stay tuned! 🔍 #ZiranScience #AI #DeepSeek #OpenA
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Artificial Intelligence | AI on Instagram: "Knowledge distillation is a deep learning technique where a compact “student” model learns to replicate the performance of a larger, more complex “teacher” model. Introduced in the paper “Distilling the Knowledge in a Neural Network” by Hinton, Vinyals, and Dean (2015), the process goes beyond simply training the student on labeled data, which they refer to as “hard labels”. Instead, the teacher provides “soft labels,” which are its full output probabi
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