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aimlbd / HuggingFace.Quantization_in_Depth /Transcript

189 kB

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0_Introduction_HFQD.txt

7.01 kB
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10_Replace PyTorch layers with Quantized Layers_HFQD.txt

7.77 kB
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11_Quantize any Open Source PyTorch Model_HFQD.txt

14.3 kB
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12_Load your Quantized Weights from Hugging Face Hub_HFQD.txt

12.4 kB
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13_Weights Packing_HFQD.txt

8.81 kB
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14_Packing 2-bit Weights_HFQD.txt

12.4 kB
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15_Unpacking 2-Bit Weights_HFQD.txt

12.4 kB
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16_Beyond Linear Quantization_HFQD.txt

11.3 kB
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17_Conclusion_HFQD.txt

1.23 kB
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1_Overview_HFQD.txt

5.11 kB
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2_Quantize and De-quantize a Tensor_HFQD.txt

14.5 kB
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3_Get the Scale and Zero Point_HFQD.txt

16.3 kB
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4_Symmetric vs Asymmetric Mode_HFQD.txt

10.1 kB
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5_Finer Granularity for more presision_HFQD.txt

3.08 kB
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6_Per Channel Quantization_HFQD.txt

16.6 kB
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7_Per Group Quantization_HFQD.txt

9.78 kB
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8_Quantizing Weights & Activations for Inference_HFQD.txt

5.05 kB
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9_Custom Build an 8-Bit Quantizer_HFQD.txt

20.4 kB
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