Compatibility Check
Can I Run StarCoder2 15B on NVIDIA GeForce GTX 1080 Ti?
Mostly — NVIDIA GeForce GTX 1080 Ti runs StarCoder2 15B (Q4_K_M) with partial GPU offload. Expect slower speeds than a fully fitting card.
Estimated ~30.1 tokens/sec on the Q4_K_M quantization.
Partial GPU
Best variant: Q4_K_M
Partial GPU offload — 11 GB VRAM is above the 10.5 GB minimum but below the 12 GB recommendation. Some layers will spill to RAM.
- GPU VRAM
- 11 GB
- Min VRAM (best fit)
- 10.5 GB
- Recommended VRAM
- 12 GB
- Estimated tok/s
- ~30.1
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Every StarCoder2 15B quantization on NVIDIA GeForce GTX 1080 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 | Partial GPU | ~30.1 |
| Q8_0 | 16 GB | 17.5 GB | 20 GB | 4K / 16K | Hybrid CPU+GPU | ~10 |
NVIDIA GeForce GTX 1080 Ti is solid pick for StarCoder2 15B
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