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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

3,991 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

3,086 views

1 year ago

Oscar Savolainen

00:07:19

Speedrun deploying LLM Embedding models into Production

512 views

1 year ago

Oscar Savolainen

00:12:52

Cross Layer Equalization: Everything You Need to Know

558 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

2,218 views

1 year ago

Oscar Savolainen

00:20:51

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

453 views

1 year ago

Oscar Savolainen

00:14:06

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

442 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

1,183 views

1 year ago

Oscar Savolainen

01:05:42

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

1,958 views

1 year ago

Oscar Savolainen

00:23:55

How to statically quantize a PyTorch model (Eager mode)

2,810 views

1 year ago

Oscar Savolainen

00:22:53

Understanding int8 neural network quantization

3,991 views

1 year ago