Home / Models / DeepSeek Coder 33B Instruct
DeepSeek Coder 33B Instruct
33B parameters · native context 16,384 · llama
Estimated VRAM requirement
Weight memory uses parameter count × bits per weight, plus a quantization overhead factor. KV cache uses standard GQA formulas. Values are calculated estimates, not measured allocations.
| Quantization | Estimated weights | 2K total | 4K total | 8K total | 16K total |
|---|---|---|---|---|---|
| FP16 | 63.3 GB | 69.7 GB | 70.1 GB | 71.1 GB | 73.0 GB |
| Q8 | 35.6 GB | 39.7 GB | 40.2 GB | 41.2 GB | 43.1 GB |
| Q6 | 27.8 GB | 31.2 GB | 31.7 GB | 32.7 GB | 34.6 GB |
| Q5 | 23.5 GB | 26.6 GB | 27.1 GB | 28.1 GB | 30.0 GB |
| Q4 | 19.6 GB | 22.4 GB | 22.8 GB | 23.8 GB | 25.8 GB |
| Q3 | 15.6 GB | 18.1 GB | 18.6 GB | 19.6 GB | 21.5 GB |
Find a GPU for this model
Run at the quantization and context selected below. Defaults are Q4 and 8K when you do not change the controls. Results are full-VRAM fits only — not a speed ranking.
- Run at
- Q4 · 8K context
- Required VRAM
- 23.8 GB
Current cheapest full-VRAM option at Q4 · 8K: NVIDIA RTX 5000 32 GB $4479.96. See all value options · Build a PC for this model · Compatible workstations · Rent a server · Buy vs rent.
Lowest-cost full-VRAM option
Sorted by lowest current Amazon price among GPUs that fit entirely in VRAM. This is not a performance ranking.
NVIDIA RTX 5000 32 GB
- GPU VRAM
- 32 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 28.8 GB
- VRAM headroom
- 5.0 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 2 mapped · 1 Amazon-matched
- Amazon
- $4479.96 current Amazon price
NVIDIA RTX 5090 32 GB
- GPU VRAM
- 32 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 28.8 GB
- VRAM headroom
- 5.0 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 8 mapped · 8 Amazon-matched
- Amazon
- $4699.99 current Amazon price
NVIDIA RTX 6000 48 GB
- GPU VRAM
- 48 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 43.2 GB
- VRAM headroom
- 19.4 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 1 mapped · 1 Amazon-matched
- Amazon
- $20888.00 current Amazon price
More VRAM headroom
Sorted by leftover usable VRAM after the calculated requirement. Headroom is not tokens/sec.
NVIDIA B200 192 GB
- GPU VRAM
- 192 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 172.8 GB
- VRAM headroom
- 149.0 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 0 mapped · 0 Amazon-matched
- Amazon
- Check availability
NVIDIA H200 141 GB
- GPU VRAM
- 141 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 126.9 GB
- VRAM headroom
- 103.1 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 0 mapped · 0 Amazon-matched
- Amazon
- Check availability
NVIDIA GH200 96 GB
- GPU VRAM
- 96 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 86.4 GB
- VRAM headroom
- 62.6 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 0 mapped · 0 Amazon-matched
- Amazon
- Check availability
Other compatible GPUs
NVIDIA Tesla M10 32 GB
- GPU VRAM
- 32 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 28.8 GB
- VRAM headroom
- 5.0 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 1 mapped · 0 Amazon-matched
- Amazon
- Check availability
NVIDIA Quadro GV100 32 GB
- GPU VRAM
- 32 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 28.8 GB
- VRAM headroom
- 5.0 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 1 mapped · 0 Amazon-matched
- Amazon
- Check availability
NVIDIA RTX A6000 48 GB
- GPU VRAM
- 48 GB advertised
- Required VRAM
- 23.8 GB
- Usable GPU VRAM
- 43.2 GB
- VRAM headroom
- 19.4 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 2 mapped · 0 Amazon-matched
- Amazon
- Check availability
Compatible GPUs
Status is a calculated memory fit against usable VRAM (advertised × 0.9). Open a GPU to see product SKUs and Amazon listings.
Compare GPUs for this model
Published chip comparisons where both GPUs fully fit this model at Q4 / 8K. Opens with this model preselected; that query is not indexed.
Sources
Model specifications: official repository deepseek-ai/deepseek-coder-33b-instruct · revision main. Compatibility: RigForAI calculator v1.0.0 (estimated VRAM). GPU products: Icecat. Amazon is a separate affiliate match and is not used as a spec source.