Uploaded September 2025 | Updated September 2026, 2 weeks ago
We dive into one of the most powerful techniques in model optimization: *pruning*. By zeroing out or removing low-magnitude weights, pruning reduces model size and improves efficiency. But it doesn’t stop there—*structured pruning* takes things further by eliminating entire rows, columns, or channels, making it far more hardware-friendly. This video explores not only how pruning works but also how tools like *Weights & Biases* completely transform the way we track and manage experiments.
#shorts
We dive into one of the most powerful techniques in model optimization: *pruning*. By zeroing out or removing low-magnitude weights, pruning reduces model size and improves efficiency. But it doesn’t stop there—*structured pruning* takes things further by eliminating entire rows, columns, or channels, making it far more hardware-friendly. This video explores not only how pruning works but also how tools like *Weights & Biases* completely transform the way we track and manage experiments.
#shorts
