Home / Models / Qwen2.5 32B Instruct / NVIDIA RTX 3070 8 GB
Can Qwen2.5 32B Instruct run on NVIDIA RTX 3070 8 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
- Qwen2.5 32B Instruct · 33B
- GPU
- NVIDIA RTX 3070 8 GB · 8 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 | 7.2 GB |
Result: DOES NOT FIT
Quantization table
| Quantization | 2K | 4K | 8K | 16K | 32K |
|---|---|---|---|---|---|
| BF16 | No | No | No | No | No |
| FP16 | No | No | No | No | No |
| Q3 | Offload | Offload | Offload | Offload | Offload |
| Q4 | No | No | No | No | No |
| Q5 | No | No | No | No | No |
| Q6 | No | No | No | No | No |
| Q8 | 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 GAMING GeForce RTX 3070 OC 8G NVIDIA 8 GB GDDR6
8 GB · Amazon EXACT
$595.00
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MSI GAMING GeForce RTX 3070 X TRIO NVIDIA 8 GB GDDR6
8 GB · Amazon EXACT
$413.50
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GIGABYTE AORUS GeForce RTX 3070 MASTER 8G NVIDIA 8 GB GDDR6
8 GB · Amazon EXACT
$302.99
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ASUS TUF Gaming TUF-RTX3070-O8G-GAMING NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$339.22
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ASUS Dual -RTX3070-O8G NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$316.35
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MSI SUPRIM GeForce RTX 3070 X 8G NVIDIA 8 GB GDDR6
8 GB · Amazon EXACT
$314.99
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GIGABYTE EAGLE GV-N3070EAGLE OC-8GD graphics card NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$395.21
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MSI VENTUS RTX 3070 2X 8G OC LHR graphics card NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$959.20
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MSI GAMING RTX 3070 Z TRIO 8G LHR graphics card NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$959.20
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GIGABYTE GeForce RTX 3070 VISION OC 8G NVIDIA 8 GB GDDR6
8 GB · Amazon EXACT
$695.00
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MSI VENTUS GeForce RTX 3070 3X OC NVIDIA 8 GB GDDR6
8 GB · Amazon EXACT
$299.99
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ASUS Dual -RTX3070-O8G-V2 NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$319.99
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ASUS TUF Gaming TUF-RTX3070-O8G-V2-GAMING NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$319.22
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GIGABYTE EAGLE GV-N3070EAGLE-8GD graphics card NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$395.21
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MSI SUPRIM RTX 3070 X 8G LHR graphics card NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$314.99
Check price on AmazonMSI GAMING RTX 3070 Z TRIO graphics card NVIDIA GeForce RTX 3070 8 GB GDDR6
8 GB · Amazon EXACT
$959.20
Check price on AmazonSources
Model: official config Qwen/Qwen2.5-32B-Instruct (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.