symmetric-quantization

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ksm26 / Quantization-in-Depth
Dive into advanced quantization techniques. Learn to implement and customize linear quantization functions, measure quantization error, and compress model weights using PyTorch for efficient and accessible AI models.
2-bit-weights 8-bit-compression advanced-quantization ai-optimization asymmetric-quantization linear-quantization machine-learning model-compression per-channel-granularity per-group-granularity per-tensor-granularity pytorch-quantizer quantization quantization-error symmetric-quantization weight-packing
Language:Jupyter Notebook 5
peluche / bag-of-holding
quantization
asymmetric-quantization quantization symmetric-quantization
Language:Jupyter Notebook