Home / Models / DeepSeek R1 Distill Llama 70B / NVIDIA RTX 4090 24 GB
Can DeepSeek R1 Distill Llama 70B run on NVIDIA RTX 4090 24 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
- DeepSeek R1 Distill Llama 70B · 71B
- GPU
- NVIDIA RTX 4090 24 GB · 24 GB advertised
Memory calculation
Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.
| Model weights | 41.4 GB |
|---|---|
| KV cache | 2.5 GB |
| Runtime reserve | 2.6 GB |
| Safety margin | 1.5 GB |
| Required (estimated) | 48.0 GB |
| GPU usable VRAM | 21.6 GB |
Result: CPU RAM OFFLOAD REQUIRED
Quantization table
| Quantization | 2K | 4K | 8K | 16K | 32K | 64K | 128K |
|---|---|---|---|---|---|---|---|
| BF16 | No | No | No | No | No | No | No |
| FP16 | No | No | No | No | No | No | No |
| Q3 | Offload | Offload | Offload | Offload | Offload | Offload | Offload |
| Q4 | Offload | Offload | Offload | Offload | Offload | Offload | Offload |
| Q5 | Offload | Offload | Offload | Offload | Offload | Offload | Offload |
| Q6 | No | No | No | No | No | No | No |
| Q8 | No | 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.
MSI GAMING GeForce RTX 4090 X TRIO 24G NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
$3490.00
Check price on Amazon
ASUS ROG -STRIX-RTX4090-O24G-WHITE NVIDIA GeForce RTX 4090 24 GB GDDR6X
24 GB · Amazon EXACT
$2799.99
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GIGABYTE AERO GeForce RTX 4090 OC 24G NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
$2579.99
Check price on Amazon
GIGABYTE GAMING GeForce RTX 4090 OC 24G NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
Check price on Amazon
ASUS TUF Gaming TUF-RTX4090-O24G-GAMING NVIDIA GeForce RTX 4090 24 GB GDDR6X
24 GB · Amazon EXACT
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MSI SUPRIM GeForce RTX 4090 LIQUID X 24G NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
Check price on Amazon
GIGABYTE AORUS XTREME AORUS GeForce RTX 4090 XTREME WATERFORCE 24G NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
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GIGABYTE GeForce RTX 4090 WINDFORCE V2 24G NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
Check price on Amazon
GIGABYTE AORUS GeForce RTX 4090 MASTER 24G NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
Check price on Amazon
MSI GAMING GEFORCE RTX 4090 X SLIM 24G graphics card NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
Check price on Amazon
GIGABYTE GeForce RTX 4090 WINDFORCE 24G NVIDIA 24 GB GDDR6X
24 GB · Amazon EXACT
Check price on Amazon
ASUS ROG -STRIX-RTX4090-O24G-GAMING NVIDIA GeForce RTX 4090 24 GB GDDR6X
24 GB · Amazon unmatched
ASUS TUF Gaming TUF-RTX4090-O24G-OG-GAMING NVIDIA GeForce RTX 4090 24 GB GDDR6X
24 GB · Amazon unmatched
ASUS ROG -STRIX-RTX4090-24G-GAMING NVIDIA GeForce RTX 4090 24 GB GDDR6X
24 GB · Amazon unmatched
MSI VENTUS GeForce RTX 4090 3X E 24G OC NVIDIA 24 GB GDDR6X
24 GB · Amazon unmatched
Sources
Model: official config deepseek-ai/DeepSeek-R1-Distill-Llama-70B (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.