Compatibility Check
Can I Run StarCoder2 3B on Intel Arc A770 16GB?
Yes — Intel Arc A770 16GB runs StarCoder2 3B fully on GPU at the Q4_K_M quantization.
Estimated ~248.9 tokens/sec on the Q4_K_M quantization.
Full GPU
Best variant: Q4_K_M
Full GPU inference — 16 GB VRAM meets the 4 GB recommendation.
- GPU VRAM
- 16 GB
- Min VRAM (best fit)
- 2.5 GB
- Recommended VRAM
- 4 GB
- Estimated tok/s
- ~248.9
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Every StarCoder2 3B quantization on Intel Arc A770 16GB
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 | 1.8 GB | 2.5 GB | 4 GB | 4K / 16K | Full GPU | ~248.9 |
Intel Arc A770 16GB is solid pick for StarCoder2 3B
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