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Classroom Contents
Quantizing LLMs and Converting to GGUF Format for Faster and Smaller Models
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- 1 - Welcome
- 2 - Text tutorial on MLExpert.io
- 3 - Fine-tuned model on HuggingFace
- 4 - Why quantize your model?
- 5 - Google Colab Setup
- 6 - Install llama.cpp
- 7 - Convert HF model to GGUF
- 8 - Run the quantized model with llama-cpp-python
- 9 - Evaluate full-precision vs quantized model
- 10 - Use your quantized model in Ollama
- 11 - Conclusion
