Can I Run Llama 3.2 Family on AMD Radeon RX 9060 XT 8GB?
Written by Jakub Rusinowski · Last updated August 15, 2026
Yes, comfortably — Llama 3.2 3B Instruct at Q4_K_M needs 3.7 GB at 8K context (1.9 GB weights + 1.8 GB KV cache/overhead), leaving ~4.3 GB of the AMD Radeon RX 9060 XT 8GB's 8 GB, at ~70 tok/s (est.), with room for up to 32K context.
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AMD Radeon RX 9060 XT 8GB Specs
| VRAM | 8 GB |
| Memory Bandwidth | 320 GB/s |
Llama 3.2 3B Instruct on the AMD Radeon RX 9060 XT 8GB: VRAM by quantization
| Quant | VRAM needed | Fits 8 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 8.2 GB | ✗ No | — | — |
| Q8_0 | 5.2 GB | ✓ Yes | 32K | — |
| Q6_K | 4.4 GB | ✓ Yes | 32K | — |
| Q5_K_M | 4 GB | ✓ Yes | 32K | — |
| Q4_K_M | 3.7 GB | ✓ Yes | 32K | — |
| Q3_K_M | 3.1 GB | ✓ Yes | 32K | — |
| Q2_K | 2.8 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 8 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 AMD Radeon RX 9060 XT 8GB: 8K 3.7 GB · 32K 6.5 GB · 125K 17.4 GB ✗. Past 125K it no longer fits 8 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.
No compatible GPU? Llama 3.2 3B Instruct on 8 GB of system RAM, CPU only: runs.
Llama 3.2 Family Sizes That Fit the AMD Radeon RX 9060 XT 8GB (at 8K context)
| Llama 3.2 3B Instruct | Q4_K_M · 3.7 GB at 8K context · ~70 tok/s (est.) |
| Llama 3.2 1B Instruct | Q4_K_M · 1.8 GB at 8K context · ~134 tok/s (est.) |
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
FAQ
Will Llama 3.2 Family run on the AMD Radeon RX 9060 XT 8GB?
Yes, comfortably — Llama 3.2 3B Instruct at Q4_K_M needs 3.7 GB at 8K context (1.9 GB weights + 1.8 GB KV cache/overhead), leaving ~4.3 GB of the AMD Radeon RX 9060 XT 8GB's 8 GB, at ~70 tok/s (est.), with room for up to 32K context.
Which Llama 3.2 Family variant fits best on the AMD Radeon RX 9060 XT 8GB?
Llama 3.2 3B Instruct at Q4_K_M quantization needs 3.7 GB at 8K context (1.9 GB weights + 1.8 GB KV cache/overhead), estimated ~70 tokens/sec, up to 32K context.
Every Llama 3.2 Family size on the AMD Radeon RX 9060 XT 8GB
| Size | VRAM at 8K | Verdict | Speed |
|---|---|---|---|
| Llama 3.2 90B Vision Instruct | 57.8 GB | Does not fit | — |
| Llama 3.2 11B Vision Instruct | 8.5 GB | Runs at Q3_K_M | — |
| Llama 3.2 3B Instruct | 3.7 GB | Runs | ~70 tok/s |
| Llama 3.2 1B Instruct | 1.8 GB | Runs | ~134 tok/s |
Llama 3.2 Family on Other GPUs
- Llama 3.2 Family on NVIDIA GeForce RTX 5060 Ti 8GB
- Llama 3.2 Family on NVIDIA GeForce RTX 5060
- Llama 3.2 Family on NVIDIA GeForce RTX 4060
- Llama 3.2 Family on NVIDIA GeForce RTX 3070 Ti
- Llama 3.2 Family on NVIDIA GeForce RTX 3070
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