Can the Radeon RX 9060 XT 16 GB run Nemotron 3.5 Lightning?
Yes. Nemotron 3.5 Lightning fits the Radeon RX 9060 XT 16 GB's 16 GB at Q4_K_M (about 11.8 GB needed), running at an estimated 18 tok/s. There's room for up to Q5_K_M if you want higher quality.
Every quantization
Nemotron 3.5 Lightning (17.8B) on 16 GB
| Quant | Weights | Needs | Fit | Est. speed |
|---|---|---|---|---|
| Q4_K_M | 10 GB | 11.8 GB | Fits | ~18 tok/s |
| Q5_K_M | 13 GB | 14.8 GB | Tight | ~14 tok/s |
| Q8_0 | 19 GB | 20.8 GB | Too big | - |
| FP16 | 36 GB | 37.8 GB | Too big | - |
Estimates. Needs = weights + 1.8 GB for KV cache and runtime at modest context. Speed is single-stream decode scaled from the Radeon RX 9060 XT 16 GB's 322.3 GB/s bandwidth (Estimated from memory bandwidth (llama.cpp decode)). Long contexts need more memory and run slower.
Compare
Same model, other hardware - and other models on this card
Nemotron 3.5 Lightning on other hardware
- RTX 5090~103 tok/s
- RTX 5090 D~103 tok/s
- RTX 6000D~90 tok/s
- RTX 4090~63 tok/s
- RTX 3090~55 tok/s
- Radeon RX 7900 XTX~55 tok/s
- RTX 5080~55 tok/s
- RTX 3080 Ti~52 tok/s
Also runs on the Radeon RX 9060 XT 16 GB
- Muse Glimmer~18 tok/s
- Qwen3 14B~23 tok/s
- Ornith-1.5-9B~31 tok/s
- Ornith-1.5-9B-OBLITERATED~31 tok/s
- Qwen3.5 9B~31 tok/s
- Llama 3.1 8B~34 tok/s
- Qwen3.5 4B~62 tok/s
- Qwen3-4B-Instruct-2507~92 tok/s
Frequently asked
Quick answers
Can the Radeon RX 9060 XT 16 GB run Nemotron 3.5 Lightning?
Yes. Nemotron 3.5 Lightning fits the Radeon RX 9060 XT 16 GB's 16 GB at Q4_K_M (about 11.8 GB needed), running at an estimated 18 tok/s. There's room for up to Q5_K_M if you want higher quality.
How much VRAM does Nemotron 3.5 Lightning need?
About 10 GB of weights at Q4_K_M, 19 GB at Q8_0 and 36 GB at FP16. Add roughly 1.8 GB for the KV cache and runtime at modest context lengths.
How fast is Nemotron 3.5 Lightning on the Radeon RX 9060 XT 16 GB?
Roughly 18 tokens per second at Q4_K_M (single user, llama.cpp-style decode). This is an estimate from the Radeon RX 9060 XT 16 GB's 322.3 GB/s memory bandwidth.