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Found 26 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.

Modelmammoth-1

mammoth-1 · IQ1_S

L2 Cross-framework verified

NVIDIA RTX 4090 · 24GB · Ollama

Other

14 days ago

130.35 tok/s

Decode

593.51 tok/s

Prefill

0.84 s

TTFT

22.8 GB

VRAM

Config (latest run)
Ubuntu 22.04 CUDA 12.6 IQ1_S Ollama v0.27

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q4_K_S

L2 Cross-framework verified

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

Other

14 days ago

26.2 tok/s

Decode

94.34 tok/s

Prefill

0.65 s

TTFT

46.33 GB

VRAM

Config (latest run)
Windows 11 23H2 CUDA 12.6 Q4_K_S llama.cpp v0.51 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q4_K_S

L2 Cross-framework verified

AMD Ryzen AI Max+ 395 · 128GB · vLLM

Other

14 days ago

27.6 tok/s

Decode

131.32 tok/s

Prefill

1.78 s

TTFT

46.33 GB

VRAM

Config (latest run)
Windows 11 23H2 CUDA 12.8 Q4_K_S vLLM v0.21

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · IQ4_XS

L2 Cross-framework verified

Apple M5 Max · 128GB · llama.cpp

Other

14 days ago

59.77 tok/s

Decode

305.47 tok/s

Prefill

0.51 s

TTFT

44.06 GB

VRAM

Config (latest run)
macOS 26.1 IQ4_XS llama.cpp v0.25 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q3_K_M

L2 Cross-framework verified

Apple M5 Max · 128GB · llama.cpp

Other

14 days ago

63.7 tok/s

Decode

294.17 tok/s

Prefill

1.57 s

TTFT

40.66 GB

VRAM

Config (latest run)
macOS 26.1 Q3_K_M llama.cpp v0.41 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · FP16

L2 Cross-framework verified

Apple M5 Max · 128GB · Ollama

Other

14 days ago

25.66 tok/s

Decode

97.32 tok/s

Prefill

0.16 s

TTFT

107 GB

VRAM

Config (latest run)
macOS 26.1 FP16 Ollama v0.33 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q3_K_M

L2 Cross-framework verified

Apple M5 Ultra · 512GB · llama.cpp

Other

14 days ago

90.54 tok/s

Decode

497.72 tok/s

Prefill

0.45 s

TTFT

40.66 GB

VRAM

Config (latest run)
macOS 26.1 Q3_K_M llama.cpp v0.44 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q5_K_S

L2 Cross-framework verified

Apple M5 Ultra · 512GB · llama.cpp

Other

14 days ago

71.27 tok/s

Decode

325.67 tok/s

Prefill

0.71 s

TTFT

53.13 GB

VRAM

Config (latest run)
macOS 26.1 Q5_K_S llama.cpp v0.35 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · IQ4_XS

L2 Cross-framework verified

Apple M5 Ultra · 512GB · Ollama

Other

14 days ago

81.44 tok/s

Decode

327.07 tok/s

Prefill

1.59 s

TTFT

44.06 GB

VRAM

Config (latest run)
macOS 26.1 IQ4_XS Ollama v0.37 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q4_K_S

L2 Cross-framework verified

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

Other

14 days ago

342.54 tok/s

Decode

1,113.53 tok/s

Prefill

2.31 s

TTFT

46.33 GB

VRAM

Config (latest run)
Ubuntu 22.04 CUDA 13.0 Q4_K_S llama.cpp v0.28

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q3_K_S

L2 Cross-framework verified

NVIDIA H100 80GB HBM3 · 80GB · Strata

Other

14 days ago

345.96 tok/s

Decode

1,251.15 tok/s

Prefill

1.63 s

TTFT

38.96 GB

VRAM

Config (latest run)
Ubuntu 22.04 CUDA 13.0 Q3_K_S Strata v0.28 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · FP16

L2 Cross-framework verified

NVIDIA H20 · 97GB · llama.cpp

Other

14 days ago

18.55 tok/s

Decode

67.93 tok/s

Prefill

0.56 s

TTFT

92.15 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 12.4 FP16 llama.cpp v0.49

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · IQ4_XS

L2 Cross-framework verified

NVIDIA H20 · 97GB · vLLM

Other

14 days ago

45.95 tok/s

Decode

201.36 tok/s

Prefill

0.65 s

TTFT

44.06 GB

VRAM

Config (latest run)
Windows 11 24H2 CUDA 12.8 IQ4_XS vLLM v0.36

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · IQ3_XS

L2 Cross-framework verified

NVIDIA RTX PRO 6000 Blackwell 96GB · 96GB · vLLM

Other

14 days ago

228.17 tok/s

Decode

758.2 tok/s

Prefill

1.08 s

TTFT

37.25 GB

VRAM

Config (latest run)
Ubuntu 22.04 CUDA 12.4 IQ3_XS vLLM v0.51

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q5_K_M

L2 Cross-framework verified

NVIDIA RTX PRO 6000 Blackwell 96GB · 96GB · vLLM

Other

14 days ago

145.66 tok/s

Decode

731.49 tok/s

Prefill

1.37 s

TTFT

54.83 GB

VRAM

Config (latest run)
Windows 11 24H2 CUDA 12.8 Q5_K_M vLLM v0.32

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · IQ3_XS

L2 Cross-framework verified

NVIDIA RTX PRO 6000 Blackwell 96GB · 96GB · Ollama

Other

14 days ago

214.08 tok/s

Decode

806.7 tok/s

Prefill

0.3 s

TTFT

37.25 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 12.4 IQ3_XS Ollama v0.44

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q5_K_S

L2 Cross-framework verified

NVIDIA RTX PRO 6000 Blackwell 96GB · 96GB · Ollama

Other

14 days ago

135.94 tok/s

Decode

501.24 tok/s

Prefill

1.93 s

TTFT

53.13 GB

VRAM

Config (latest run)
Ubuntu 24.04 CUDA 12.4 Q5_K_S Ollama v0.37 Flash Attention

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · IQ2_M

L2 Cross-framework verified

Apple M2 Ultra · llama.cpp

Other

14 days ago

102.29 tok/s

Decode

417.96 tok/s

Prefill

1.66 s

TTFT

31.58 GB

VRAM

Config (latest run)
macOS 26.1 IQ2_M llama.cpp v0.38

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · Q5_K_M

L2 Cross-framework verified

Apple M2 Ultra · llama.cpp

Other

14 days ago

67.37 tok/s

Decode

314.26 tok/s

Prefill

2.02 s

TTFT

54.83 GB

VRAM

Config (latest run)
macOS 26.1 Q5_K_M llama.cpp v0.39

Sources: Other · 1 runs · 1 independent sources

mammoth-1 · IQ1_S

L2 Cross-framework verified

Apple M2 Ultra · Ollama

Other

14 days ago

100.6 tok/s

Decode

448.02 tok/s

Prefill

2.5 s

TTFT

25.91 GB

VRAM

Config (latest run)
macOS 26.1 IQ1_S Ollama v0.52

Sources: Other · 1 runs · 1 independent sources

26 results

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