Oscar Savolainen

666 subscribers

13 videos

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I love to create content about AI, especially on the coding front, to help others tackle some of the hard problems like neural network quantization and deplo...

Latest Videos

Alma Free Tool to Speed Up your PyTorch Model Auto-Benchmark 50+ Conversion Options

Alma Free Tool to Speed Up your PyTorch Model Auto-Benchmark 50+ Conversion Options

Oscar Savolainen

270 views·1 year ago

GPTQ Quantization EXPLAINED

GPTQ Quantization EXPLAINED

Oscar Savolainen

3.9K views·1 year ago

Speedrun deploying LLM Embedding models into Production

Speedrun deploying LLM Embedding models into Production

Oscar Savolainen

556 views·1 year ago

Cross Layer Equalization Everything You Need to Know

Cross Layer Equalization Everything You Need to Know

Oscar Savolainen

603 views·1 year ago

How to see inside Neural Networks New Tensor Histogram and Jacobian Sensitivity Analysis Tool!

How to see inside Neural Networks New Tensor Histogram and Jacobian Sensitivity Analysis Tool!

Oscar Savolainen

1.2K views·2 years ago

Quantization Aware Training (QAT) With a Custom DataLoader Beginner's Tutorial to Training Loops

Quantization Aware Training (QAT) With a Custom DataLoader Beginner's Tutorial to Training Loops

Oscar Savolainen

2.8K views·2 years ago

Advanced PyTorch Graph Manipulation FX Graph Mode Quantization Coding tutorial - Part 33

Advanced PyTorch Graph Manipulation FX Graph Mode Quantization Coding tutorial - Part 33

Oscar Savolainen

535 views·2 years ago

How does Graph Mode Affect Quantization FX Graph Mode Quantization Coding tutorial - Part 23

How does Graph Mode Affect Quantization FX Graph Mode Quantization Coding tutorial - Part 23

Oscar Savolainen

502 views·2 years ago

How to do FX Graph Mode Quantization FX Graph Mode Quantization Coding tutorial - Part 13

How to do FX Graph Mode Quantization FX Graph Mode Quantization Coding tutorial - Part 13

Oscar Savolainen

1.4K views·2 years ago

How to Quantize a ResNet from Scratch! Full Coding Tutorial (Eager Mode)

How to Quantize a ResNet from Scratch! Full Coding Tutorial (Eager Mode)

Oscar Savolainen

2.2K views·2 years ago

How to statically quantize a PyTorch model (Eager mode)

How to statically quantize a PyTorch model (Eager mode)

Oscar Savolainen

3.2K views·2 years ago

Understanding int8 neural network quantization

Understanding int8 neural network quantization

Oscar Savolainen

5.0K views·2 years ago

The benefits of quantizing your neural network to int8

The benefits of quantizing your neural network to int8

Oscar Savolainen

488 views·2 years ago

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