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Can the AMD Radeon RX 9070 run GLM-4.7 Flash 30B-A3B?

Radeon RX 9070 × GLM-4.7 Flash 30B-A3B8K context
Yes, with heavy quantizationFits only at a low-quality quant
Memory at Q2_K12.7 GB of 16 GB
Weights 11.7 GBKV cache 0.4 GBRuntime 0.6 GB
QuantQ2_KHeavily degraded
Speed~341tokens per second
Max context66Ktokens that fit at Q2_K
  1. FP16
  2. Q8_0
  3. Q6_K
  4. Q5_K_M
  5. Q4_K_M
  6. Q3_K_M
  7. Q2_K

Only just. GLM-4.7 Flash 30B-A3B fits on the AMD Radeon RX 9070 at Q2_K, which costs noticeable quality. Expect about 341 tokens/second. A card with more memory is a better experience.

Try other context lengths

Run it with Ollama

Ollama's default glm-4.7-flash download is Q4_K_M, which needs about 20 GB, more than the 16 GB available. Download the Q2_K GGUF instead (LM Studio lists quants per model), or try a smaller context length.

New to this? Step-by-step setup for the Radeon RX 9070

Run it in the cloud

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Memory needed by quantization

At 8,192 tokens of context. The black line marks the 16 GB the AMD Radeon RX 9070 can use.

QuantQualityMemoryFits?Speed
FP16Full quality63.4 GBToo big—
Q8_0Near-lossless34.2 GBToo big—
Q6_KExcellent26.6 GBToo big—
Q5_K_MVery good23.2 GBToo big—
Q4_K_MGood, most popular20 GBToo big—
Q3_K_MNoticeably degraded16.3 GBToo big—
Q2_KHeavily degraded12.7 GBFits~341 tok/s

Measured speed from real Radeon RX 9070 owners

Tokens per second that people measured on their own AMD Radeon RX 9070, next to our estimate.

No one has measured GLM-4.7 Flash 30B-A3B on the AMD Radeon RX 9070 yet. The speeds above are estimates. Run the benchmark and yours becomes the first real number on this page.

Have a Radeon RX 9070? Add your real speed

One command times GLM-4.7 Flash 30B-A3B in your own Ollama, shows you exactly what it would send, and asks before sending anything. No sign-up, no personal data.

macOS and Linux

curl -fsSL https://gpufit.dev/bench.sh | sh -s -- glm-4.7-flash

Windows (PowerShell)

$env:GPUFIT_MODEL="glm-4.7-flash"; irm https://gpufit.dev/bench.ps1 | iex

How the benchmark works

GPUs that run GLM-4.7 Flash 30B-A3B comfortably

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Models that run well on the AMD Radeon RX 9070

Frequently asked questions

Can AMD Radeon RX 9070 run GLM-4.7 Flash 30B-A3B?

Only just. GLM-4.7 Flash 30B-A3B fits on the AMD Radeon RX 9070 at Q2_K, which costs noticeable quality. Expect about 341 tokens/second. A card with more memory is a better experience.

How much VRAM does GLM-4.7 Flash 30B-A3B need?

About 20 GB at Q4_K_M with 8,192 tokens of context, and about 63.4 GB at full FP16 precision.

How fast is GLM-4.7 Flash 30B-A3B on the AMD Radeon RX 9070?

Roughly 341 tokens per second at Q2_K, estimated from the AMD Radeon RX 9070's 640 GB/s memory bandwidth.