I removed 85% of Gemma's weights; the model still performs well on a narrow task
Read the original at www.reddit.com→I pruned Gemma 4 26B-A4B, an MoE model, down to 15% of its original size, and the model still does great on one narrow task. It gets 92% agreement with the original on a classification task. That’s close to how often...
Original headline: "I removed 85% of gemma's weights (and it is mostly fine)"
Coverage timeline
- Nov 4, 13:53 UTC r/LocalLLaMA lead source I removed 85% of gemma's weights (and it is mostly fine)