Compatibility Check
Can I Run StarCoder2 7B on NVIDIA GeForce RTX 4090?
Yes — NVIDIA GeForce RTX 4090 runs StarCoder2 7B fully on GPU at the Q4_K_M quantization.
Estimated ~192 tokens/sec on the Q4_K_M quantization.
Full GPU
Best variant: Q4_K_M
Full GPU inference — 24 GB VRAM meets the 8 GB recommendation.
- GPU VRAM
- 24 GB
- Min VRAM (best fit)
- 5 GB
- Recommended VRAM
- 8 GB
- Estimated tok/s
- ~192
Share this matchup
Send this page so a friend can see if NVIDIA GeForce RTX 4090 fits StarCoder2 7B.
Every StarCoder2 7B quantization on NVIDIA GeForce RTX 4090
Each row runs the compatibility engine against your VRAM, RAM, and the model's requirements.
| Quantization | File Size | Min VRAM | Rec VRAM | Context | Verdict | Estimated tok/s |
|---|---|---|---|---|---|---|
| Q4_K_MBest fit | 4.2 GB | 5 GB | 8 GB | 4K / 16K | Full GPU | ~192 |
NVIDIA GeForce RTX 4090 is solid pick for StarCoder2 7B
Need second card or fresh build? These links help support site at no extra cost.