Home / Models / Magistral Small / NVIDIA RTX 2060 6 GB
Can Magistral Small run on NVIDIA RTX 2060 6 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
- Magistral Small · 24B
- GPU
- NVIDIA RTX 2060 6 GB · 6 GB advertised
What else can NVIDIA RTX 2060 6 GB run? · Find other GPUs for Magistral Small · See 2× multi-GPU options
Memory calculation
Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.
| Model weights | 13.8 GB |
|---|---|
| KV cache | 1.3 GB |
| Runtime reserve | 1.2 GB |
| Safety margin | 0.7 GB |
| Required (estimated) | 16.9 GB |
| GPU usable VRAM | 5.4 GB |
Result: DOES NOT FIT
Quantization table
| Quantization | 2K | 4K | 8K | 16K | 32K | 40K |
|---|---|---|---|---|---|---|
| BF16 | No | No | No | No | No | No |
| FP16 | No | No | No | No | No | No |
| Q3 | Offload | Offload | Offload | Offload | Offload | Offload |
| Q4 | No | No | No | No | No | No |
| Q5 | No | No | No | No | No | No |
| Q6 | No | No | No | No | No | No |
| Q8 | No | No | No | No | No | No |
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. Performance numbers below are only published for full-VRAM fits.
Performance
No llama.cpp performance result is published for this pair yet. Memory fit above is unchanged. How performance is calculated
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 Dual -RTX2060-O6G-EVO NVIDIA GeForce RTX 2060 6 GB GDDR6
6 GB · Amazon EXACT
$369.99
Check price on Amazon
MSI VENTUS GeForce RTX 2060 GP OC NVIDIA 6 GB GDDR6
6 GB · Amazon EXACT
$330.00
Check price on Amazon
ASUS Turbo -RTX2060-6G NVIDIA GeForce RTX 2060 6 GB GDDR6
6 GB · Amazon EXACT
$448.97
Check price on Amazon
ASUS Phoenix PH-RTX2060-6G NVIDIA GeForce RTX 2060 6 GB GDDR6
6 GB · Amazon EXACT
$209.48
Check price on Amazon
ASUS Dual -RTX2060-6G-EVO NVIDIA GeForce RTX 2060 6 GB GDDR6
6 GB · Amazon unmatched
ASUS ROG -STRIX-RTX2060-O6G-GAMING NVIDIA GeForce RTX 2060 6 GB GDDR6
6 GB · Amazon unmatched
ASUS TUF-RTX2060-O6G-GAMING NVIDIA GeForce RTX 2060 6 GB GDDR6
6 GB · Amazon unmatched
ASUS Dual -RTX2060-O6G NVIDIA GeForce RTX 2060 6 GB GDDR6
6 GB · Amazon unmatched
ASUS ROG -STRIX-RTX2060-A6G-GAMING NVIDIA GeForce RTX 2060 6 GB GDDR6
6 GB · Amazon unmatched
Sources
Model: official config mistralai/Magistral-Small-2506 (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 8K: DOES_NOT_FIT. Amazon: affiliate commerce match, not a spec source.