Browsing Tag
pytorch
9 posts
How to Train AI Model
Training a model using modern AI techniques involves several steps, and the process can vary depending on the…
Optimizing Data Loading Performance in JAX with jax-dataloader and Grain
1. Executive Summary JAX, a high-performance numerical computation library, is celebrated for its XLA-accelerated compute capabilities, which often…
RandAugment in PyTorch (4)
Buy Me a Coffee☕ *Memos: My post explains RandAugment() about no arguments and fill argument. My post explains…
RandomResizedCrop in PyTorch (3)
Buy Me a Coffee☕ *Memos: My post explains RandomResizedCrop() about size argument. My post explains RandomResizedCrop() about scale…
RandomResizedCrop in PyTorch (1)
Buy Me a Coffee☕ *Memos: My post explains OxfordIIITPet(). RandomResizedCrop() can crop a random part of an image,…
Flowers102 in PyTorch
Buy Me a Coffee☕ *My post explains Oxford 102 Flower. Flowers102() can use Oxford 102 Flower dataset as…
AvgPool1d() in PyTorch
Buy Me a Coffee☕ *Memos: My post explains Pooling Layer. My post explains MaxPool1d(). My post explains MaxPool2d().…
mean() and median() in PyTorch
mean() can get the mean(average) values as shown below: *Memos: mean() can be called both from torch and…
Fine Tuning Gemma-2b to Solve Math Problems
Mathematical word problem-solving has long been recognized asa complex task for small language models (SLMs). To reach a…
