Home / Models / Code Llama 34B Instruct / NVIDIA RTX 3070 Ti 8 GB
Can Code Llama 34B Instruct run on NVIDIA RTX 3070 Ti 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
- Code Llama 34B Instruct · 34B
- GPU
- NVIDIA RTX 3070 Ti 8 GB · 8 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 | 7.2 GB |
Result: DOES NOT FIT
Quantization table
| Quantization | 2K | 4K | 8K | 16K |
|---|---|---|---|---|
| BF16 | No | No | No | No |
| FP16 | No | No | No | No |
| Q3 | Offload | Offload | Offload | Offload |
| Q4 | No | No | No | No |
| Q5 | No | No | No | No |
| 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.
MSI VENTUS RTX 3070 TI 3X 8G OC graphics card NVIDIA GeForce RTX 3070 Ti 8 GB GDDR6X
8 GB · Amazon EXACT
$795.00
Check price on Amazon
GIGABYTE GAMING GV-N307TGAMING OC-8GD graphics card NVIDIA GeForce RTX 3070 Ti 8 GB GDDR6X
8 GB · Amazon EXACT
$795.00
Check price on Amazon
GIGABYTE AORUS GV-N307TAORUS M-8GD graphics card NVIDIA GeForce RTX 3070 Ti 8 GB GDDR6X
8 GB · Amazon EXACT
$369.99
Check price on Amazon
MSI GAMING GeForce RTX 3070 Ti X TRIO 8G NVIDIA 8 GB GDDR6X
8 GB · Amazon EXACT
$769.00
Check price on Amazon
MSI SUPRIM GeForce RTX 3070 Ti X 8G NVIDIA 8 GB GDDR6X
8 GB · Amazon EXACT
$649.99
Check price on Amazon
MSI VENTUS GeForce RTX 3070 Ti 3X 8G NVIDIA 8 GB GDDR6X
8 GB · Amazon EXACT
$364.99
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GIGABYTE EAGLE GeForce RTX 3070 Ti OC 8G NVIDIA 8 GB GDDR6X
8 GB · Amazon EXACT
$795.00
Check price on Amazon
GIGABYTE AORUS XTREME GV-N307TVISION OC-8GD graphics card NVIDIA GeForce RTX 3070 Ti 8 GB GDDR6X
8 GB · Amazon EXACT
$875.00
Check price on Amazon
ASUS ROG -STRIX-RTX3070TI-O8G-GAMING NVIDIA GeForce RTX 3070 Ti 8 GB GDDR6X
8 GB · Amazon unmatched
ASUS TUF Gaming TUF-RTX3070TI-O8G-GAMING NVIDIA GeForce RTX 3070 Ti 8 GB GDDR6X
8 GB · Amazon unmatched
ASUS TUF Gaming TUF-RTX3070TI-8G-GAMING NVIDIA GeForce RTX 3070 Ti 8 GB GDDR6X
8 GB · Amazon unmatched
ASUS ROG -STRIX-RTX3070TI-8G-GAMING NVIDIA GeForce RTX 3070 Ti 8 GB GDDR6X
8 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.