Home / Models / Qwen3 8B / NVIDIA RTX 2060 12 GB
Can Qwen3 8B run on NVIDIA RTX 2060 12 GB?
Yes. Calculated memory fit: Qwen3 8B can run entirely in this GPU’s usable VRAM at one or more supported quantizations.
Can it run?
- Can it run?
- Yes, full GPU fit (calculated estimate).
- Full GPU fit?
- Yes
- Model
- Qwen3 8B · 8.2B
- GPU
- NVIDIA RTX 2060 12 GB · 12 GB advertised
Memory calculation
Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.
| Model weights | 4.8 GB |
|---|---|
| KV cache | 1.1 GB |
| Runtime reserve | 0.7 GB |
| Safety margin | 0.4 GB |
| Required (estimated) | 7.1 GB |
| GPU usable VRAM | 10.8 GB |
Result: FITS IN VRAM
Quantization table
| Quantization | 2K | 4K | 8K | 16K | 32K | 40K |
|---|---|---|---|---|---|---|
| BF16 | Offload | Offload | Offload | Offload | Offload | Offload |
| FP16 | Offload | Offload | Offload | Offload | Offload | Offload |
| Q3 | Fits | Fits | Fits | Fits | Fits | Fits |
| Q4 | Fits | Fits | Fits | Fits | Fits | Limited context |
| Q5 | Fits | Fits | Fits | Fits | Limited context | Limited context |
| Q6 | Fits | Fits | Fits | Fits | Limited context | Limited context |
| Q8 | Fits | Fits | Limited context | Limited context | Limited context | Limited context |
What fits entirely in VRAM?
- Q3 at 16K context
- Q3 at 2K context
- Q3 at 32K context
- Q3 at 4K context
- Q3 at 40K context
- Q3 at 8K context
- Q4 at 16K context
- Q4 at 2K context
- Q4 at 32K context
- Q4 at 4K context
- Q4 at 8K context
- Q5 at 16K context
What requires RAM offload?
Offload is shown only when the model does not fully fit in usable VRAM but stays within the modeled offload allowance.
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 VENTUS GeForce RTX 2060 12G OC NVIDIA 12 GB GDDR6
12 GB · Amazon EXACT
$695.00
Check price on Amazon
GIGABYTE GeForce RTX 2060 WINDFORCE OC 12G NVIDIA 12 GB GDDR6
12 GB · Amazon unmatched
ASUS Dual -RTX2060-12G-EVO NVIDIA GeForce RTX 2060 12 GB GDDR6
12 GB · Amazon unmatched
ASUS Dual GeForce RTX 2060 EVO OC Edition NVIDIA 12 GB GDDR6
12 GB · Amazon unmatched
Sources
Model: official config Qwen/Qwen3-8B (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 8K: FITS_WITH_LIMITED_CONTEXT. Amazon: affiliate commerce match, not a spec source.