Home / Models / QwQ 32B / NVIDIA RTX 5070 12 GB
Can QwQ 32B run on NVIDIA RTX 5070 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
- QwQ 32B · 33B
- GPU
- NVIDIA RTX 5070 12 GB · 12 GB advertised
Memory calculation
Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.
| Model weights | 19.1 GB |
|---|---|
| KV cache | 2.0 GB |
| Runtime reserve | 1.5 GB |
| Safety margin | 0.8 GB |
| Required (estimated) | 23.3 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 | 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. 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.
GIGABYTE GeForce RTX 5070 WINDFORCE OC SFF 12G Graphics Card
12 GB · Amazon EXACT
$771.37
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ASUS Dual -RTX5070-O12G NVIDIA GeForce RTX 5070 12 GB GDDR7
12 GB · Amazon EXACT
$1466.00
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MSI GAMING GeForce RTX 5070 12G TRIO OC NVIDIA 12 GB GDDR7
12 GB · Amazon EXACT
$835.00
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GIGABYTE GeForce RTX 5070 GAMING OC 12G Graphics Card
12 GB · Amazon EXACT
$839.99
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ASUS Prime -RTX5070-O12G NVIDIA GeForce RTX 5070 12 GB GDDR7
12 GB · Amazon EXACT
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ASUS TUF Gaming TUF-RTX5070-O12G-GAMING NVIDIA GeForce RTX 5070 12 GB GDDR7
12 GB · Amazon EXACT
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GIGABYTE GeForce RTX 5070 EAGLE OC ICE SFF 12G Graphics Card - 12GB GDDR7, 192bit, PCI-E 5.0, 2587 MHz Core Clock, 3 x DP 2.1a, 1 x HDMI 2.1b, NVIDIA DLSS 4, GV-N5070EAGLEOC ICE-12GD
12 GB · Amazon EXACT
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GIGABYTE GeForce RTX 5070 EAGLE OC SFF 12G Graphics Card - 12GB GDDR7, 192bit, PCI-E 5.0, 2587 MHz Core Clock, 3 x DP 2.1b, 1 x HDMI 2.1b, NVIDIA DLSS 4, GV-N5070EAGLE OC-12GD
12 GB · Amazon EXACT
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MSI GeForce RTX 5070 12G VENTUS 2X OC NVIDIA 12 GB GDDR7
12 GB · Amazon EXACT
Check price on AmazonSources
Model: official config Qwen/QwQ-32B (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.