Discrete GPU
Radeon RX 7900 XT
Data as of
- Memory bandwidth
- 800 GB/s
- Source
- Checked:
With 20 GB
One entry per model, up to 30, sorted by popularity. For each model we show the largest (most precise) quantization that fits in this memory with a context of at least 8K tokens. The context length is the longest one that quantization fits (for models whose maximum is under 8K, such as embedding models, that maximum). Models that are not for chat or text generation are labelled with their use. "Left" is the memory minus the estimate; under 5% of the memory is marked "tight" (not a guarantee that it fits).
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Context length 8,192 Estimated 21.3 GB 0.17 GB left (tight) Speed 25–33
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Ornith-1.5-9B BF16Context length 32,768 Estimated 20.6 GB 0.87 GB left (tight) Speed 26–35
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Context length 131,072 Estimated 21.0 GB 0.51 GB left (tight) Speed not estimated (MoE)
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Context length 8,192 Estimated 21.3 GB 0.20 GB left (tight) Speed 25–33
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Context length 131,072 Estimated 20.9 GB 0.61 GB left (tight) Speed not estimated (MoE)
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Context length 32,768 Estimated 20.5 GB 1.00 GB left (tight) Speed 28–37
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Context length 65,536 Estimated 20.6 GB 0.90 GB left (tight) Speed not estimated (MoE)
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Context length 262,144 Estimated 19.5 GB 1.97 GB left Speed 35–47
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Qwen3.8-27B-Uncensored Q5_K_MContext length 8,192 Estimated 21.3 GB 0.20 GB left (tight) Speed 25–33
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Ornith-1.0-9B BF16Context length 65,536 Estimated 21.2 GB 0.28 GB left (tight) Speed 27–36
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Context length 512 Estimated 2.41 GB 19.1 GB left Speed 359–479
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Context length 65,536 Estimated 21.0 GB 0.49 GB left (tight) Speed not estimated (MoE)
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Context length 32,768 Estimated 20.6 GB 0.90 GB left (tight) Speed 26–35
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Context length 16,384 Estimated 19.7 GB 1.82 GB left Speed 29–39
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Context length 32,768 Estimated 21.3 GB 0.20 GB left (tight) Speed 27–36
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Context length 16,384 Estimated 21.2 GB 0.25 GB left (tight) Speed not estimated (MoE)
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Context length 16,384 Estimated 19.7 GB 1.82 GB left Speed 29–39
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Context length 32,768 Estimated 20.6 GB 0.90 GB left (tight) Speed 26–35
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Context length 65,536 Estimated 21.2 GB 0.31 GB left (tight) Speed 27–36
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Context length 16,384 Estimated 21.1 GB 0.33 GB left (tight) Speed not estimated (MoE)
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Ternary-Bonsai-2-27B Q2_0Context length 131,072 Estimated 17.4 GB 4.06 GB left Speed 63–84
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Context length 65,536 Estimated 17.6 GB 3.86 GB left Speed 40–53
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Context length 262,144 Estimated 18.4 GB 3.12 GB left Speed 55–74
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Context length 16,384 Estimated 20.8 GB 0.70 GB left (tight) Speed 26–35
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Context length 32,768 Estimated 20.9 GB 0.57 GB left (tight) Speed 27–36
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Wan2.1 Q4_K_MContext length 32,768 Estimated 20.2 GB 1.29 GB left Speed 29–38
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Context length 65,536 Estimated 17.6 GB 3.86 GB left Speed 40–53
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Context length 65,536 Estimated 12.5 GB 9.02 GB left Speed 117–156
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Qwen3.8-35B-A3B-Distill IQ4_XSContext length 32,768 Estimated 21.4 GB 0.06 GB left (tight) Speed not estimated (MoE)
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Context length 16,384 Estimated 21.2 GB 0.25 GB left (tight) Speed not estimated (MoE)
Frequently asked questions
- Which local LLMs run on Radeon RX 7900 XT?
- On this site, 912 models have a quantization that fits in 20 GB at 8,192 tokens (estimated). Popular ones include Qwen3.8-27B, Ornith-1.5-9B, Huihui-Qwen3.6-35B-A3B-abliterated-MTP, Ornith-1.5-35B-A3B, Huihui-Qwen3.8-27B-abliterated.
- What is the largest model that runs on Radeon RX 7900 XT?
- Among the models listed here, Ling-3.0-flash (about 127.5B); Q1_0 fits in 20 GB (estimated at 8,192 tokens).
- How fast does Radeon RX 7900 XT generate text?
- With 800 GB/s of memory bandwidth, Qwen3.8-27B at Q5_K_S (19.6 GB) runs at an estimated 25–33 tokens per second (60–80% of bandwidth ÷ file size; prompt processing not included).