Home / Models / Magistral Small / NVIDIA RTX 3080 Ti 12 GB
Can Magistral Small run on NVIDIA RTX 3080 Ti 12 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 3080 Ti 12 GB · 12 GB advertised
What else can NVIDIA RTX 3080 Ti 12 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 | 10.8 GB |
Result: CPU RAM OFFLOAD REQUIRED
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 | Offload | Offload | Offload | Offload | Offload | Offload |
| Q5 | Offload | Offload | Offload | Offload | Offload | Offload |
| Q6 | Offload | Offload | Offload | Offload | Offload | Offload |
| Q8 | 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. 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.
MSI GAMING GeForce RTX 3080 Ti X TRIO 12G NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
$1275.00
Check price on Amazon
MSI VENTUS GeForce RTX 3080 Ti 3X 12G OC graphics card NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
$1295.00
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GIGABYTE GAMING GeForce RTX 3080 Ti OC 12G NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
$1230.00
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MSI VENTUS RTX 3080 Ti 3X 12G NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 GB · Amazon EXACT
$1295.00
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GIGABYTE GV-N308TVISION OC-12GD graphics card NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 GB · Amazon EXACT
$999.99
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GIGABYTE AORUS GeForce RTX 3080 Ti MASTER 12G NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
$1549.00
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GIGABYTE EAGLE 12G NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 GB · Amazon EXACT
$584.99
Check price on Amazon
ASUS ROG -STRIX-RTX3080TI-O12G-GAMING NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 GB · Amazon unmatched
MSI SUPRIM RTX 3080 Ti X 12G NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS TUF Gaming TUF-RTX3080TI-O12G-GAMING NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS ROG -STRIX-RTX3080TI-12G-GAMING NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS ROG -STRIX-LC-RTX3080TI-O12G-GAMING NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS TUF-RTX3080TI-12G-GAMING NVIDIA GeForce RTX 3080 Ti 12 GB GDDR6X
12 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: CPU_RAM_OFFLOAD_REQUIRED. Amazon: affiliate commerce match, not a spec source.