Can Desktop PC · Radeon RX 9070 XT · 32 GB RAM run Muse Glimmer (30B)?
16 GB VRAM + 32 GB RAM · 640 GB/s memory bandwidth · Muse Glimmer (30B) has 29.6B parameters.
Short answer
It loads, but it's borderline even for chat.
Best quantization for chat: Q4_K_M (16 GB of weights) on Lemonade. Generation: 12–17 tok/s, leaving about 0.0 GB free for your other apps.
How it rates for each workload
Same model and machine, different jobs. Agents and long documents send far bigger prompts than chat, so they need much more speed and memory.
| Workload | Verdict | Quant | Generation | First reply | Context | |
|---|---|---|---|---|---|---|
| Chatwith Open WebUI | Borderline | Q4_K_M | 12–17 tok/s | ≈1 s | 8K | Details |
| Coding questionswith Continue | Borderline | Q4_K_M | 12–16 tok/s | ≈5 s | 16K | Details |
| Coding in a repositorywith Aider | Borderline | Q4_K_M | 11–15 tok/s | ≈15 s | 32K | Details |
| Agentic codingwith OpenCode | Borderline | Q4_K_M | 11–15 tok/s | ≈20 s | 32K | Details |
| Long documents (64K)with Open WebUI | Borderline | Q4_K_M | 10–13 tok/s | ≈70 s | 64K | Details |
Speeds are estimates calibrated against measured benchmarks on similar hardware. “First reply” is the time to read the workload’s opening prompt. How we calculate
Other models for Desktop PC · Radeon RX 9070 XT · 32 GB RAM
The best-rated models for chat on this machine.
- gpt-oss-20b160–210 tok/sExcellent
- Gemma 4 26B-A4B170–240 tok/sExcellent
- MiniCPM5 2B160–220 tok/sExcellent
- Qwen3.5 9B55–75 tok/sExcellent
- Qwen3.5 4B100–130 tok/sExcellent
- Gemma 4 12B45–60 tok/sExcellent
Cheapest machines for Muse Glimmer (30B)
Hardware rated comfortable or better for chat, lowest price first.
- Desktop PC · Intel Arc Pro B60 24GB · 32 GB RAM$1,500 · 10–17 tok/sComfortable
- Desktop PC · Radeon RX 7900 XT · 32 GB RAM$1,550 · 25–40 tok/sExcellent
- Ryzen AI Max+ 395 mini PC / Framework Desktop · 64 GB$1,600 · 12–16 tok/sComfortable
- Desktop PC · Intel Arc Pro B60 24GB · 64 GB RAM$1,628 · 10–17 tok/sComfortable
- Desktop PC · GeForce RTX 3090 · 32 GB RAM$1,700 · 30–40 tok/sExcellent
- Mac mini M4 Pro 48 GB$1,799 · 10–14 tok/sComfortable
Different tool, context size or workload?
These pages use typical settings. The full check models your exact setup.