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GitHub topics: asymmetric-quantization

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.

Language: Jupyter Notebook - Size: 5.79 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 5

peluche/bag-of-holding

quantization

Language: Jupyter Notebook - Size: 1.65 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Related Keywords
asymmetric-quantization 2 quantization 2 symmetric-quantization 2 2-bit-weights 1 8-bit-compression 1 advanced-quantization 1 ai-optimization 1 linear-quantization 1 machine-learning 1 model-compression 1 per-channel-granularity 1 per-group-granularity 1 per-tensor-granularity 1 pytorch-quantizer 1 quantization-error 1 weight-packing 1