Home / Models / Magistral Small / NVIDIA RTX 2080 Ti 11 GB
Can Magistral Small run on NVIDIA RTX 2080 Ti 11 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 2080 Ti 11 GB · 11 GB advertised
What else can NVIDIA RTX 2080 Ti 11 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 | 9.9 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 | 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.
GIGABYTE GV-N208TTURBO OC-11GC graphics card NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon EXACT
$998.00
Check price on Amazon
ASUS ROG-STRIX-RTX2080TI-O11G-GAMING NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon EXACT
Check price on Amazon
ASUS DUAL-RTX2080TI-O11G NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon unmatched
GIGABYTE AORUS XTREME GV-N208TAORUS X-11GC graphics card NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon unmatched
ASUS ROG-STRIX-RTX2080TI-A11G-GAMING NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon unmatched
ASUS DUAL-RTX2080TI-A11G NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon unmatched
GIGABYTE GeForce® RTX 2080 Ti WINDFORCE 11GB GDDR6 NVIDIA GeForce RTX 2080 Ti
11 GB · Amazon unmatched
ASUS ROG-STRIX-RTX2080TI-11G-GAMING NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon unmatched
ASUS TURBO-RTX2080TI-11G NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon unmatched
GIGABYTE AORUS GV-N208TAORUS-11GC graphics card NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 GB · Amazon unmatched
ASUS Dual -RTX2080TI-11G NVIDIA GeForce RTX 2080 Ti 11 GB GDDR6
11 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.