Can I run it?
Can I run Qwen2.5 VL 7B Instruct on Radeon RX 9070 XT?
Runs
Runs fully on your Radeon RX 9070 XT at UD-Q8_K_XL, 8K context, about 33–45 tok/s. Weights 9.49 GB plus 0.44 GB of KV cache — 10.3 GB of 14.7 GB usable. Up to 64K context still fits.
Best quantUD-Q8_K_XL
Working context8K
Max that fits64K
Speed33–45 tok/sEstimate from memory bandwidth, not a benchmark. Method.
Weights9.49 GB
KV cache0.44 GB
Total10.3 GB
Usable14.7 GB
Qwen2.5 VL 7B Instruct details · Radeon RX 9070 XT page · How this estimate is made
Run commands
llama.cpp
llama-server -hf unsloth/Qwen2.5-VL-7B-Instruct-GGUF:UD-Q8_K_XL -c 8192 -ngl 28
Ollama
ollama run qwen2.5
LM Studio
lms get unsloth/Qwen2.5-VL-7B-Instruct-GGUF # Then load quant UD-Q8_K_XL
Assumptions
- Estimate from memory bandwidth, not a benchmark. Decode speed uses 55–75% of peak bandwidth.
- KV cache is FP16. Engine overhead assumes llama.cpp (0.3 GB + 1% of the weights). Ollama is closer to 0.9 GB + 3%, LM Studio closer to 1 GB + 3%.
- UD-Q8_K_XL size is the real GGUF file size from Hugging Face.
- 0.5 GB is reserved because this GPU also drives a display, then 5% of the rest is left free.
- Speed is quoted at 8K context, not at the maximum context that still fits.
Larger models that also fit
- Can I run Qwen3.8 27B on Radeon RX 9070 XT? — Tight fit, UD-IQ4_XS, 24–32 tok/s (estimate)
- Can I run gemma 4 12b it on Radeon RX 9070 XT? — Tight fit, UD-Q8_K_XL, 21–28 tok/s (estimate)
- Can I run Qwen3.5 9B on Radeon RX 9070 XT? — Tight fit, UD-Q8_K_XL, 27–36 tok/s (estimate)
Updated 2026-10-24. Profile on this page is the device default plus 32 GB of DDR5-5600 system RAM.