Model comparison

gemma-4-19b-a4b-it-REAP-heretic vs Qwen3-Coder-30B-A3B-Instruct

At Q4_K_M, gemma-4-19b-a4b-it-REAP-heretic is the smaller download — 10,069,118,784 bytes against 18,556,689,568. At long context the gap widens: gemma-4-19b-a4b-it-REAP-heretic's KV cache at 32K is 1.9× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

gemma-4-19b-a4b-it-REAP-hereticQwen3-Coder-30B-A3B-Instruct
Parameters19.0B30.5B
Architecturegemma4qwen3moe
Layers3048
Native context262,144262,144
Mixture of expertsyes, 90 expertsyes, 128 experts
Quantizations published2746
Smallest quantization5.70 GiB7.46 GiB
Q4_K_M9.38 GiB17.28 GiB
Licencegemmaapache-2.0

KV cache by context

the term that decides long-context viability
Contextgemma-4-19b-a4b-it-REAP-hereticQwen3-Coder-30B-A3B-InstructRatio
4,0960.45 GiB0.38 GiB1.20×
8,1920.61 GiB0.75 GiB1.24×
16,3840.92 GiB1.50 GiB1.63×
32,7681.54 GiB3.00 GiB1.94×
65,5362.79 GiB6.00 GiB2.15×
131,0725.29 GiB12.00 GiB2.27×