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AMD·GPU

AMD Radeon RX 7900 XTX 24GB: Specs & Local-AI Compatibility

24GB consumer card; capable but check ROCm support for your stack.

Specs

Memory
24 GB
Memory type
GDDR6
Bandwidth
960 GB/s
Approx FP16
123 TFLOPS
Architecture
RDNA 3
Process
TSMC 5nm
Power
355 W
Launch
2022

Models this chip can run

Open models graded for a single AMD Radeon RX 7900 XTX 24GB, best fit first.

  • Gemma 2 27B
    Gemma · ~27B · 8K ctx · Gemma Terms of Use

    Fits at Q4_K_M (~17GB) with ~4.1GB headroom — about 1 concurrent instance.

    Q4_K_M · ~17GBRuns well
  • Gemma 3 27B
    Gemma 3 · ~27B · 128K ctx · Gemma Terms of Use

    Fits at Q4_K_M (~17GB) with ~4.1GB headroom — about 1 concurrent instance.

    Q4_K_M · ~17GBRuns well
  • Mistral Small 24B
    Mistral · ~24B · 32K ctx · Apache-2.0

    Fits at Q4_K_M (~14GB) with ~7.1GB headroom — about 1 concurrent instance.

    Q4_K_M · ~14GBRuns well
  • DeepSeek-Coder V2 (class)
    DeepSeek · ~16B · 128K ctx · DeepSeek License

    Fits at Q8_0 (~18GB) with ~3.1GB headroom — about 1 concurrent instance.

    Q8_0 · ~18GBRuns well
  • StarCoder2 15B
    StarCoder · ~15B · 16K ctx · BigCode OpenRAIL-M

    Fits at Q8_0 (~17GB) with ~4.1GB headroom — about 1 concurrent instance.

    Q8_0 · ~17GBRuns well
  • Qwen2.5 14B
    Qwen · ~14B · 128K ctx · Apache-2.0

    Fits at Q8_0 (~16GB) with ~5.1GB headroom — about 1 concurrent instance.

    Q8_0 · ~16GBRuns well
  • Qwen3 14B
    Qwen · ~14B · 128K ctx · Apache-2.0

    Fits at Q8_0 (~16GB) with ~5.1GB headroom — about 1 concurrent instance.

    Q8_0 · ~16GBRuns well
  • Phi-3 Medium (14B)
    Phi · ~14B · 128K ctx · MIT

    Fits at Q8_0 (~15GB) with ~6.1GB headroom — about 1 concurrent instance.

    Q8_0 · ~15GBRuns well

Build a private AI Business OS on AMD Radeon RX 7900 XTX 24GB

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