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Classroom Contents
Understanding 1-Bit Large Language Models - From Theory to Implementation
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- 1 Intro
- 2 Why Called BitNet 1.58
- 3 Why Should I Care?
- 4 Math
- 5 Quantization Without BitNet
- 6 BitLinear Layer
- 7 What About Backpropagation?
- 8 How Many Gainz?
- 9 Bessie the BitNet
- 10 Testing the Base Model
- 11 Fine_Tuning for QA/Instructions
- 12 The Code
- 13 Diving into the Quantization
- 14 Good News and Bad News
- 15 What’s Next?
- 16 Takeaways
