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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 deployment of their LLM and Computer Vision models!

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Featured video

Understanding int8 neural network quantization

Oscar Savolainen

3,969 views

1 year ago

Videos

Oscar Savolainen

00:20:57

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

251 views

11 months ago

Oscar Savolainen

00:34:13

GPTQ Quantization EXPLAINED

3,076 views

1 year ago

Oscar Savolainen

00:07:19

Speedrun deploying LLM Embedding models into Production

509 views

1 year ago

Oscar Savolainen

00:12:52

Cross Layer Equalization: Everything You Need to Know

555 views

1 year ago

Oscar Savolainen

00:12:18

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

1,158 views

1 year ago

Oscar Savolainen

00:26:13

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

2,208 views

1 year ago

Oscar Savolainen

00:20:51

Advanced PyTorch Graph Manipulation: FX Graph Mode Quantization Coding tutorial - Part 3/3

452 views

1 year ago

Oscar Savolainen

00:14:06

How does Graph Mode Affect Quantization? FX Graph Mode Quantization Coding tutorial - Part 2/3

441 views

1 year ago

Oscar Savolainen

00:22:01

How to do FX Graph Mode Quantization: FX Graph Mode Quantization Coding tutorial - Part 1/3

1,177 views

1 year ago

Oscar Savolainen

01:05:42

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

1,953 views

1 year ago

Oscar Savolainen

00:23:55

How to statically quantize a PyTorch model (Eager mode)

2,804 views

1 year ago

Oscar Savolainen

00:22:53

Understanding int8 neural network quantization

3,969 views

1 year ago