Home / Models / Mistral Nemo 12B Instruct / AMD Radeon RX 580 8 GB
Can Mistral Nemo 12B Instruct run on AMD Radeon RX 580 8 GB?
Can it run? Yes, with CPU/RAM offload. Full GPU fit? No.
Can it run?
- Can it run?
- Yes, with CPU/RAM offload. This is not equivalent to full-GPU inference.
- Full GPU fit?
- No
- Model
- Mistral Nemo 12B Instruct · 12B
- GPU
- AMD Radeon RX 580 8 GB · 8 GB advertised
Memory calculation
Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.
| Model weights | 7.2 GB |
|---|---|
| KV cache | 1.3 GB |
| Runtime reserve | 0.9 GB |
| Safety margin | 0.5 GB |
| Required (estimated) | 9.7 GB |
| GPU usable VRAM | 7.2 GB |
Result: CPU RAM OFFLOAD REQUIRED
Quantization table
| Quantization | 2K | 4K | 8K | 16K | 32K | 64K | 128K |
|---|---|---|---|---|---|---|---|
| BF16 | No | No | No | No | No | No | No |
| FP16 | No | No | No | No | No | No | No |
| Q3 | Offload | Offload | Offload | Offload | Offload | Offload | Offload |
| Q4 | Offload | Offload | Offload | Offload | Offload | Offload | Offload |
| Q5 | Offload | Offload | Offload | Offload | Offload | Offload | Offload |
| Q6 | Offload | Offload | Offload | Offload | Offload | Offload | Offload |
| Q8 | Offload | Offload | Offload | Offload | Offload | Offload | Offload |
What fits entirely in VRAM?
No calculated full-VRAM fit at the evaluated quantizations and context lengths.
What requires RAM offload?
Weights may run with CPU/RAM offload. That is not equivalent to full-GPU inference. RigForAI does not estimate tokens/sec in this release.
Available graphics cards
These SKUs use this GPU chip. Amazon CTAs appear only for EXACT/HIGH matches. Absence of a price does not change the compatibility result above.
ASUS ROG-STRIX-RX580-O8G-GAMING graphics card AMD Radeon RX 580 8 GB GDDR5
8 GB · Amazon EXACT
$999.99
Check price on Amazon
ASUS DUAL-RX580-O8G graphics card AMD Radeon RX 580 8 GB GDDR5
8 GB · Amazon EXACT
$129.97
Check price on Amazon
GIGABYTE GAMING Radeon RX 580 8G (rev. 2.0) AMD 8 GB GDDR5
8 GB · Amazon EXACT
Check price on AmazonASUS ROG -STRIX-RX580-O8G-GAMING AMD Radeon RX 580 8 GB GDDR5
8 GB · Amazon unmatched
ASUS ROG-STRIX-RX580-T8G-GAMING AMD Radeon RX 580 8 GB GDDR5
8 GB · Amazon unmatched
ASUS AREZ-STRIX-RX580-T8G-GAMING AMD Radeon RX 580 8 GB GDDR5
8 GB · Amazon unmatched
ASUS ROG-STRIX-RX580-8G-GAMING AMD Radeon RX 580 8 GB GDDR5
8 GB · Amazon unmatched
ASUS AREZ-STRIX-RX580-O8G-GAMING AMD Radeon RX 580 8 GB GDDR5
8 GB · Amazon unmatched
Sources
Model: official config mistralai/Mistral-Nemo-Instruct-2407 (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 8K: CPU_RAM_OFFLOAD_REQUIRED. Amazon: affiliate commerce match, not a spec source.