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Can a RX 7600 8GB run Gemma 3n E4B (on-device)?

Yes, with partial offload (slower). Gemma 3n E4B (on-device) on RX 7600 8GB at Q8_0 uses system RAM (10.5 GB needed, 7.5 GB usable), about 9 tok/s (estimate).

Hardware: RX 7600 8GB · Model: Gemma 3n E4B (on-device)

RX 7600 8GB has 8 GB of VRAM and 288 GB/s of memory bandwidth. The checker holds back 0.5 GB of VRAM for the driver and assumes 16 GB of system RAM, so fast memory usable by Ollama is 7.5 GB. Partial offload may also use 60% of that system RAM. Gemma 3n E4B (on-device) (8B, Google) at Q8_0 is a 9.5 GB download and needs 10.5 GB with headroom for about 8k tokens.

Best quantQ8_0
Download size9.5 GB
Memory needed10.5 GB
Usable fast memory7.5 GB
Fitpartial offload (slower)
Estimated speed~9 tok/s (estimate)
Commandollama run gemma3n:e4b-it-q8_0
Open RX 7600 8GB in the checker

Estimates, not benchmarks. Model sizes are ollama.com download sizes; memory needed adds headroom for ~8k tokens of context; speeds are rough figures from memory bandwidth. Data updated 2026-10-23.

A project by OnDevice Labs · llms.txt