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Found 31 run configurations

Each row is a run configuration (model + hardware + framework + quantization); repeated runs of the same setup are merged — raw counts appear in each result’s source line.

ModelHy-Memory-30B-A3B

Hy-Memory-30B-A3B · FP16

L2 Cross-framework verified

NVIDIA RTX Spark · 128GB · llama.cpp

Other

16 days ago

42.81 tok/s

Decode

164.71 tok/s

Prefill

2.94 s

TTFT

110.2 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 13.0 FP16 llama.cpp v0.28 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q5_K_M

L2 Cross-framework verified

NVIDIA RTX Spark · 128GB · llama.cpp

Other

16 days ago

67.28 tok/s

Decode

348.21 tok/s

Prefill

2.42 s

TTFT

60.69 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 13.0 Q5_K_M llama.cpp v0.34 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q8_0

L2 Cross-framework verified

NVIDIA RTX Spark · 128GB · llama.cpp

Other

16 days ago

58.7 tok/s

Decode

210.79 tok/s

Prefill

1.41 s

TTFT

74.55 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 13.0 Q8_0 llama.cpp v0.55 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q5_K_M

L2 Cross-framework verified

NVIDIA RTX Spark · 128GB · Ollama

Other

16 days ago

64.27 tok/s

Decode

274.24 tok/s

Prefill

2.89 s

TTFT

60.69 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 13.0 Q5_K_M Ollama v0.44

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q8_0

L2 Cross-framework verified

NVIDIA RTX Spark · 128GB · Ollama

Other

16 days ago

46.83 tok/s

Decode

233.52 tok/s

Prefill

0.58 s

TTFT

74.55 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 13.0 Q8_0 Ollama v0.52

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · IQ1_S

L2 Cross-framework verified

AMD Ryzen AI Max+ 395 · 128GB · llama.cpp

Other

17 days ago

83.71 tok/s

Decode

315.21 tok/s

Prefill

1.37 s

TTFT

28.56 GB

VRAM

Config (latest run)
Windows 11 23H2 CUDA 12.6 IQ1_S llama.cpp v0.23 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q5_K_S

L2 Cross-framework verified

AMD Ryzen AI Max+ 395 · 128GB · vLLM

Other

17 days ago

50.65 tok/s

Decode

184.14 tok/s

Prefill

0.35 s

TTFT

58.8 GB

VRAM

Config (latest run)
Windows 11 23H2 CUDA 12.6 Q5_K_S vLLM v0.44 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · IQ3_XS

L2 Cross-framework verified

Apple M5 Max · 128GB · llama.cpp

Other

17 days ago

147.71 tok/s

Decode

746.12 tok/s

Prefill

0.53 s

TTFT

41.16 GB

VRAM

Config (latest run)
macOS 26.1 IQ3_XS llama.cpp v0.26 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q3_K_M

L2 Cross-framework verified

Apple M5 Max · 128GB · llama.cpp

Other

17 days ago

134.94 tok/s

Decode

533.49 tok/s

Prefill

2.19 s

TTFT

44.94 GB

VRAM

Config (latest run)
macOS 26.1 Q3_K_M llama.cpp v0.52 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · IQ2_XS

L2 Cross-framework verified

Apple M5 Max · 128GB · Ollama

Other

17 days ago

139.95 tok/s

Decode

497.06 tok/s

Prefill

2.04 s

TTFT

32.34 GB

VRAM

Config (latest run)
macOS 26.1 IQ2_XS Ollama v0.45

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q8_0

L2 Cross-framework verified

Apple M5 Max · 128GB · Ollama

Other

17 days ago

63.92 tok/s

Decode

252.01 tok/s

Prefill

2.38 s

TTFT

74.55 GB

VRAM

Config (latest run)
macOS 26.1 Q8_0 Ollama v0.55 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · IQ2_M

L2 Cross-framework verified

Apple M5 Ultra · 512GB · llama.cpp

Other

17 days ago

216.9 tok/s

Decode

866.69 tok/s

Prefill

1.81 s

TTFT

34.86 GB

VRAM

Config (latest run)
macOS 26.1 IQ2_M llama.cpp v0.36 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q3_K_S

L2 Cross-framework verified

Apple M5 Ultra · 512GB · llama.cpp

Other

17 days ago

189.37 tok/s

Decode

679.35 tok/s

Prefill

0.33 s

TTFT

43.05 GB

VRAM

Config (latest run)
macOS 26.1 Q3_K_S llama.cpp v0.46 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q5_K_S

L2 Cross-framework verified

Apple M5 Ultra · 512GB · Ollama

Other

17 days ago

139.67 tok/s

Decode

562.73 tok/s

Prefill

1.7 s

TTFT

58.8 GB

VRAM

Config (latest run)
macOS 26.1 Q5_K_S Ollama v0.20 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q6_K

L2 Cross-framework verified

NVIDIA H100 80GB HBM3 · 80GB · llama.cpp

Other

17 days ago

289.84 tok/s

Decode

1,568.48 tok/s

Prefill

1.64 s

TTFT

65.1 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 13.0 Q6_K llama.cpp v0.25 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · IQ2_XS

L2 Cross-framework verified

NVIDIA H100 80GB HBM3 · 80GB · vLLM

Other

17 days ago

346.16 tok/s

Decode

1,601.93 tok/s

Prefill

2.02 s

TTFT

32.34 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 12.8 IQ2_XS vLLM v0.24

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q5_K_M

L2 Cross-framework verified

NVIDIA H100 80GB HBM3 · 80GB · vLLM

Other

17 days ago

299.81 tok/s

Decode

1,193.35 tok/s

Prefill

1.68 s

TTFT

60.69 GB

VRAM

Config (latest run)
Ubuntu 22.04 CUDA 13.0 Q5_K_M vLLM v0.27

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · Q6_K

L2 Cross-framework verified

NVIDIA H20 · 97GB · llama.cpp

Other

17 days ago

57.59 tok/s

Decode

253.97 tok/s

Prefill

1.63 s

TTFT

65.1 GB

VRAM

Config (latest run)
Ubuntu 22.04 CUDA 12.4 Q6_K llama.cpp v0.44 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · IQ1_S

L2 Cross-framework verified

NVIDIA H20 · 97GB · Strata

Other

17 days ago

178.17 tok/s

Decode

571.19 tok/s

Prefill

2.45 s

TTFT

28.56 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 12.6 IQ1_S Strata v0.30 Flash Attention

Sources: Other · 1 runs · 1 independent sources

Hy-Memory-30B-A3B · IQ3_XS

L2 Cross-framework verified

NVIDIA H20 · 97GB · Strata

Other

17 days ago

139.08 tok/s

Decode

595.25 tok/s

Prefill

1.43 s

TTFT

41.16 GB

VRAM

Config (latest run)
Windows 11 23H2 CUDA 12.6 IQ3_XS Strata v0.42 Flash Attention

Sources: Other · 1 runs · 1 independent sources

31 results

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