Home / Models / Code Llama 34B Instruct / NVIDIA RTX 4070 SUPER 12 GB
Can Code Llama 34B Instruct run on NVIDIA RTX 4070 SUPER 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
- Code Llama 34B Instruct · 34B
- GPU
- NVIDIA RTX 4070 SUPER 12 GB · 12 GB advertised
Memory calculation
Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.
| Model weights | 19.8 GB |
|---|---|
| KV cache | 1.5 GB |
| Runtime reserve | 1.5 GB |
| Safety margin | 0.8 GB |
| Required (estimated) | 23.6 GB |
| GPU usable VRAM | 10.8 GB |
Result: CPU RAM OFFLOAD REQUIRED
Quantization table
| Quantization | 2K | 4K | 8K | 16K |
|---|---|---|---|---|
| BF16 | No | No | No | No |
| FP16 | No | No | No | No |
| Q3 | Offload | Offload | Offload | Offload |
| Q4 | Offload | Offload | Offload | Offload |
| Q5 | Offload | Offload | Offload | Offload |
| Q6 | No | No | No | No |
| Q8 | 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 4070 SUPER WINDFORCE OC 12G NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
$899.99
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GIGABYTE GAMING GeForce RTX 4070 SUPER OC 12G NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
$639.99
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ASUS Dual -RTX4070S-O12G NVIDIA GeForce RTX 4070 SUPER 12 GB GDDR6X
12 GB · Amazon EXACT
$759.22
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ASUS ProArt -RTX4070S-O12G NVIDIA GeForce RTX 4070 SUPER 12 GB GDDR6X
12 GB · Amazon EXACT
$699.99
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MSI GeForce RTX 4070 SUPER 12G VENTUS 2X WHITE OC NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
$1199.00
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MSI VENTUS GeForce RTX 4070 SUPER 12G 2X OC NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
$1195.00
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GIGABYTE EAGLE GeForce RTX 4070 SUPER OC 12G NVIDIA 12 GB GDDR6X
12 GB · Amazon EXACT
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ASUS Dual -RTX4070S-O12G-EVO NVIDIA GeForce RTX 4070 SUPER 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS TUF Gaming TUF-RTX4070S-O12G-GAMING NVIDIA GeForce RTX 4070 SUPER 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS ROG -STRIX-RTX4070S-O12G-GAMING NVIDIA GeForce RTX 4070 SUPER 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS Dual -RTX4070S-O12G-WHITE NVIDIA GeForce RTX 4070 SUPER 12 GB GDDR6X
12 GB · Amazon unmatched
GIGABYTE AERO GeForce RTX 4070 SUPER OC 12G NVIDIA 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS Dual -RTX4070S-12G-EVO NVIDIA GeForce RTX 4070 SUPER 12 GB GDDR6X
12 GB · Amazon unmatched
ASUS Dual -RTX4070S-12G NVIDIA GeForce RTX 4070 SUPER 12 GB GDDR6X
12 GB · Amazon unmatched
Sources
Model: official config codellama/CodeLlama-34b-Instruct-hf (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.