Can I Run Gemma 2 Family on Intel Arc B570?
Written by Jakub Rusinowski · Last updated July 12, 2026
Yes, but it's tight — Gemma 2 9B IT at Q4_K_M needs 9.1 GB at 8K context (5.4 GB weights + 3.7 GB KV cache/overhead), leaving ~0.9 GB of the Intel Arc B570's 10 GB, at ~29 tok/s (est.), with room for up to 8K context.
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Intel Arc B570 Specs
| VRAM | 10 GB |
| Memory Bandwidth | 380 GB/s |
Gemma 2 9B IT on the Intel Arc B570: VRAM by quantization
| Quant | VRAM needed | Fits 10 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 21.6 GB | ✗ No | — | — |
| Q8_0 | 13.2 GB | ✗ No | — | — |
| Q6_K | 11 GB | ✗ No | — | — |
| Q5_K_M | 10 GB | ✓ Yes | 8K | — |
| Q4_K_M | 9.1 GB | ✓ Yes | 8K | — |
| Q3_K_M | 7.5 GB | ✓ Yes | 8K | — |
| Q2_K | 6.6 GB | ✓ Yes | 8K | — |
Assumes an 8K-token context with an f16 KV cache. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 10 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.
No compatible GPU? Gemma 2 9B IT on 16 GB of system RAM, CPU only: runs.
Gemma 2 Family Sizes That Fit the Intel Arc B570 (at 8K context)
| Gemma 2 9B IT | Q4_K_M · 9.1 GB at 8K context · ~29 tok/s (est.) |
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FAQ
Gemma 2 Family on the Intel Arc B570 — does it fit?
Yes, but it's tight — Gemma 2 9B IT at Q4_K_M needs 9.1 GB at 8K context (5.4 GB weights + 3.7 GB KV cache/overhead), leaving ~0.9 GB of the Intel Arc B570's 10 GB, at ~29 tok/s (est.), with room for up to 8K context.
Which Gemma 2 Family variant fits best on the Intel Arc B570?
Gemma 2 9B IT at Q4_K_M quantization needs 9.1 GB at 8K context (5.4 GB weights + 3.7 GB KV cache/overhead), estimated ~29 tokens/sec, up to 8K context.
Gemma 2 Family on Other GPUs
- Gemma 2 Family on NVIDIA GeForce RTX 3080 (10GB)
- Gemma 2 Family on NVIDIA GeForce RTX 5070
- Gemma 2 Family on NVIDIA GeForce RTX 5060 Ti 8GB
- Gemma 2 Family on NVIDIA GeForce RTX 5060
- Gemma 2 Family on NVIDIA GeForce RTX 4070 Ti
Popular Models on the Intel Arc B570
VRAM Tier
Troubleshooting
- Ollama: "model requires more system memory than is available"
- Which GGUF quant should I download? (Q4 vs Q5 vs Q8)
Buying Guide
← Can I Run It? | Gemma 2 Family Model Page | Intel Arc B570 GPU Page | VRAM calculator | Check Your Hardware