Can I Run Gemma 3 on Intel Arc B570?
Written by Jakub Rusinowski · Last updated July 12, 2026
Yes, comfortably — Gemma 3 4B Instruct at Q4_K_M needs 4.4 GB at 8K context (2.4 GB weights + 2 GB KV cache/overhead), leaving ~5.6 GB of the Intel Arc B570's 10 GB, at ~59 tok/s (est.), with room for up to 32K context.
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Intel Arc B570 Specs
| VRAM | 10 GB |
| Memory Bandwidth | 380 GB/s |
Gemma 3 4B Instruct on the Intel Arc B570: VRAM by quantization
| Quant | VRAM needed | Fits 10 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 9.9 GB | ✓ Yes | 8K | — |
| Q8_0 | 6.2 GB | ✓ Yes | 32K | — |
| Q6_K | 5.2 GB | ✓ Yes | 32K | — |
| Q5_K_M | 4.8 GB | ✓ Yes | 32K | — |
| Q4_K_M | 4.4 GB | ✓ Yes | 32K | — |
| Q3_K_M | 3.6 GB | ✓ Yes | 32K | — |
| Q2_K | 3.3 GB | ✓ Yes | 32K | — |
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.
Context costs VRAM too. At Q4_K_M on the Intel Arc B570: 8K 4.4 GB · 32K 7.8 GB · 128K 21.5 GB ✗. Past 128K it no longer fits 10 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.
No compatible GPU? Gemma 3 4B Instruct on 8 GB of system RAM, CPU only: runs, but it is tight.
Gemma 3 Sizes That Fit the Intel Arc B570 (at 8K context)
| Gemma 3 4B Instruct | Q4_K_M · 4.4 GB at 8K context · ~59 tok/s (est.) |
| Gemma 3 1B Instruct | Q4_K_M · 2 GB at 8K context · ~125 tok/s (est.) |
At 2 hrs/day, buying (~$219) beats renting at $0.34/hr after about 11 months.
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FAQ
Gemma 3 on the Intel Arc B570 — does it fit?
Yes, comfortably — Gemma 3 4B Instruct at Q4_K_M needs 4.4 GB at 8K context (2.4 GB weights + 2 GB KV cache/overhead), leaving ~5.6 GB of the Intel Arc B570's 10 GB, at ~59 tok/s (est.), with room for up to 32K context.
Which Gemma 3 variant fits best on the Intel Arc B570?
Gemma 3 4B Instruct at Q4_K_M quantization needs 4.4 GB at 8K context (2.4 GB weights + 2 GB KV cache/overhead), estimated ~59 tokens/sec, up to 32K context.
Every Gemma 3 size on the Intel Arc B570
| Size | VRAM at 8K | Verdict | Speed |
|---|---|---|---|
| Gemma 3 27B Instruct | 25.4 GB | Does not fit | — |
| Gemma 3 12B Instruct | 11.1 GB | Runs at Q3_K_M | — |
| Gemma 3 4B Instruct | 4.4 GB | Runs | ~59 tok/s |
| Gemma 3 1B Instruct | 2 GB | Runs | ~125 tok/s |
Gemma 3 on Other GPUs
- Gemma 3 on NVIDIA GeForce RTX 3080 (10GB)
- Gemma 3 on NVIDIA GeForce RTX 5070
- Gemma 3 on NVIDIA GeForce RTX 4070 Ti
Popular Models on the Intel Arc B570
VRAM Tier
Troubleshooting
Buying Guide
← Can I Run It? | Gemma 3 Model Page | Intel Arc B570 GPU Page | VRAM calculator | Check Your Hardware