I benchmarked Gemma 4 E2B
the 2B model beat the 12B on multi-turn. Gemma 4 E2B scored 80.4% across 9 enterprise suites — 0.4 points behind the previous-gen 4B model. But the real surprise: 70% multi-turn, the highest score in the entire Gemma family.
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Gemma-4 26B at 124 tokens/sec on a desktop CPU, no GPU. The byte budget, the quantization recipe, the roofline, and the failed attempts, measured.
Gemma 4 26B-A4B inference in ~2 GB of RAM on any M-series MacBook
Gemma Gem
github.comAI model embedded in a browser – no API keys, no cloud
Cactus Hybrid
github.comWe taught Gemma 4 to know when it's wrong
Fine-tune Gemma 4 and 3n with audio, images and text on Apple Silicon, using PyTorch and Metal Performance Shaders.