Compatibility Check
Can I Run StarCoder2 15B on NVIDIA GeForce RTX 4070 Ti?
Yes — NVIDIA GeForce RTX 4070 Ti runs StarCoder2 15B fully on GPU at the Q4_K_M quantization.
Estimated ~44.8 tokens/sec on the Q4_K_M quantization.
Full GPU
Best variant: Q4_K_M
Full GPU inference — 12 GB VRAM meets the 12 GB recommendation.
- GPU VRAM
- 12 GB
- Min VRAM (best fit)
- 10.5 GB
- Recommended VRAM
- 12 GB
- Estimated tok/s
- ~44.8
Share this matchup
Send this page so a friend can see if NVIDIA GeForce RTX 4070 Ti fits StarCoder2 15B.
Every StarCoder2 15B quantization on NVIDIA GeForce RTX 4070 Ti
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 | 9 GB | 10.5 GB | 12 GB | 4K / 16K | Full GPU | ~44.8 |
| Q8_0 | 16 GB | 17.5 GB | 20 GB | 4K / 16K | Hybrid CPU+GPU | ~10 |
NVIDIA GeForce RTX 4070 Ti is solid pick for StarCoder2 15B
Need second card or fresh build? These links help support site at no extra cost.