Qwen2.5 Coder 7B

Q4_K_M running on AMD Radeon Pro 560X with macOS 15.7.9 Sequoia

PERFORMANCE / TOKENS PER SECONDGCN / Vega

Prompt processing48.27tok/s

#278 in index

Token generation3.55tok/s

#278 in index

Run fingerprint

Enough context to make the number useful.

ModelQwen2.5 Coder 7BDense architecture

QuantizationQ4_K_MExact submitted variant

GPUAMD Radeon Pro 560X4 GB VRAM

GPU architectureGCN / VegaMetal backend

Test context512prompt tokens

Model familyDenseSigned ToshLLM app · amd-gpu · Metal

ToshLLM versionv0.87.1App version used to capture and sign this run

Prompt processing and generation are reported separately so memory bandwidth and decode behavior stay visible.

Quantization, GPU family, VRAM and context travel with the result instead of being hidden behind one score.

This result remains explicitly labeled as a community submission.