Can I Run Magistral Small on AMD Radeon RX 7900 XTX?
Written by Jakub Rusinowski · Last updated September 6, 2026
Yes, comfortably — Magistral Small 24B at Q4_K_M needs 17 GB at 8K context (14.5 GB weights + 2.5 GB KV cache/overhead), leaving ~7 GB of the AMD Radeon RX 7900 XTX's 24 GB, at ~36 tok/s (est.), with room for up to 32K context.
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AMD Radeon RX 7900 XTX Specs
| VRAM | 24 GB |
| Memory Bandwidth | 960 GB/s |
Magistral Small 24B on the AMD Radeon RX 7900 XTX: VRAM by quantization
| Quant | VRAM needed | Fits 24 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 50.5 GB | ✗ No | — | — |
| Q8_0 | 28 GB | ✗ No | — | — |
| Q6_K | 22.2 GB | ✓ Yes | 16K | — |
| Q5_K_M | 19.5 GB | ✓ Yes | 16K | — |
| Q4_K_M | 17 GB | ✓ Yes | 32K | — |
| Q3_K_M | 12.7 GB | ✓ Yes | 32K | — |
| Q2_K | 10.4 GB | ✓ Yes | 64K | — |
Assumes an 8K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 24 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 7900 XTX: 8K 17 GB · 32K 22 GB · 128K 42.1 GB ✗. Past 128K it no longer fits 24 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.
No compatible GPU? Magistral Small 24B on 16 GB of system RAM, CPU only: runs, but it is tight.
Magistral Small Sizes That Fit the AMD Radeon RX 7900 XTX (at 8K context)
| Magistral Small 24B | Q4_K_M · 17 GB at 8K context · ~36 tok/s (est.) |
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FAQ
Can I run Magistral Small on the AMD Radeon RX 7900 XTX?
Yes, comfortably — Magistral Small 24B at Q4_K_M needs 17 GB at 8K context (14.5 GB weights + 2.5 GB KV cache/overhead), leaving ~7 GB of the AMD Radeon RX 7900 XTX's 24 GB, at ~36 tok/s (est.), with room for up to 32K context.
What's the best Magistral Small size for the AMD Radeon RX 7900 XTX?
Magistral Small 24B at Q4_K_M quantization needs 17 GB at 8K context (14.5 GB weights + 2.5 GB KV cache/overhead), estimated ~36 tokens/sec, up to 32K context.
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