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Meta

Muse-Glimmer-30B30B

Multimodales 30B-Modell (dense, alle Parameter aktiv) von Meta mit dediziertem Perception-Encoder (~1,8B) fuer Bildverarbeitung, destilliert aus Muse Spark, ausgelegt auf agentische Aufgaben auf lokaler Hardware.

Dense Causal Transformer + Perception Encoder (multimodal, 131k Kontext)30B
Position in the field

Best values compared

Best metrics of this model against the minimum, average and maximum of all published systems.

AMD Radeon AI PRO R9700All GPUs
Generation199,1 tok/s
Min 0,0Ø 235,6Max 2.491,2
Unter dem Durchschnitt · 4705 Systeme im Feld
Prefill3.112 tok/s
Min 4Ø 4.785Max 112.346
Unter dem Durchschnitt · 4696 Systeme im Feld
Time to First Token337 ms
Min 20Ø 32.984Max 535.235
Ueber dem Durchschnitt · 4703 Systeme im Feld
Performance profile

Throughput by hardware & engine

Each bubble is a GPU, CPU or engine – position shows prompt processing (X) and output speed (Y), bubble size the number of runs.

GPUby graphics card

2222071911751607301.2051.6802.155Prefill (tok/s)Generation (tok/s)AMD Radeon AI PRO R9700 - 199,1 tok/s Generation, 1.884 tok/s Prefill, TTFT 4.199 ms (12 Laufe)AMD Radeon AI PRO R97...AMD Radeon RX 7900 XTX - 182,7 tok/s Generation, 1.002 tok/s Prefill, TTFT 10.161 ms (3 Laufe)AMD Radeon RX 7900 XTX
AMD Radeon AI PRO R9700 199,1 tok/sAMD Radeon RX 7900 XTX 182,7 tok/s

CPUby processor

2242051851661466651.2731.8802.488Prefill (tok/s)Generation (tok/s)AMD Ryzen Threadripper PRO 7955WX 16-Cores - 199,1 tok/s Generation, 2.152 tok/s Prefill, TTFT 2.455 ms (9 Laufe)AMD Ryzen Threadrippe...AMD Ryzen Threadripper PRO 3955WX 16-Cores - 182,7 tok/s Generation, 1.002 tok/s Prefill, TTFT 10.161 ms (3 Laufe)AMD Ryzen Threadrippe...AMD Ryzen 3 3100 4-Core Processor - 171,8 tok/s Generation, 1.079 tok/s Prefill, TTFT 9.433 ms (3 Laufe)AMD Ryzen 3 3100 4-Co...
AMD Ryzen Threadripper PRO 7955WX 16-Cores 199,1 tok/sAMD Ryzen Threadripper PRO 3955WX 16-Cores 182,7 tok/sAMD Ryzen 3 3100 4-Core Processor 171,8 tok/s

ENGby engine

24419013783,930,61.4341.6961.9582.220Prefill (tok/s)Generation (tok/s)llama.cpp - 199,1 tok/s Generation, 1.627 tok/s Prefill, TTFT 5.443 ms (12 Laufe)llama.cppvLLM - 75,3 tok/s Generation, 2.026 tok/s Prefill, TTFT 5.184 ms (3 Laufe)vLLM
llama.cpp 199,1 tok/svLLM 75,3 tok/s
Throughput & latency

Performance benchmark

Metric:
GPUs
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
199,09 tok/s TG
Prefill 2.520 · TTFT 2.032 ms
10×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_MDetails →
2Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
182,69 tok/s TG
Prefill 1.099 · TTFT 18.308 ms
10×AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMllama.cppgodclawQ4_K_MDetails →
3Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
171,83 tok/s TG
Prefill 1.188 · TTFT 16.950 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
4Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
159,55 tok/s TG
Prefill 3.112 · TTFT 1.645 ms
10×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ8_0Details →
5Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
90,08 tok/s TG
Prefill 978 · TTFT 10.061 ms
5×AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMllama.cppgodclawQ4_K_MDetails →
6Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
84,05 tok/s TG
Prefill 2.716 · TTFT 943 ms
5×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ8_0Details →
7Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
82,79 tok/s TG
Prefill 2.200 · TTFT 1.164 ms
5×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_MDetails →
8Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
75,28 tok/s TG
Prefill 2.774 · TTFT 8.886 ms
10×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMvLLMgodclawBF16Details →
9Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
72,58 tok/s TG
Prefill 1.050 · TTFT 9.383 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
10Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
41,70 tok/s TG
Prefill 2.092 · TTFT 5.044 ms
5×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMvLLMgodclawBF16Details →
11Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
37,33 tok/s TG
Prefill 927 · TTFT 2.113 ms
1×AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMllama.cppgodclawQ4_K_MDetails →
12Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
28,00 tok/s TG
Prefill 1.219 · TTFT 420 ms
1×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_MDetails →
13Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
27,32 tok/s TG
Prefill 999 · TTFT 1.966 ms
1×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
14Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
17,92 tok/s TG
Prefill 1.520 · TTFT 337 ms
1×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ8_0Details →
15Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
8,16 tok/s TG
Prefill 1.213 · TTFT 1.622 ms
1×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMvLLMgodclawBF16Details →
Agent & chat rating

Harness benchmark

Noch keine Harnessbenchmarks fuer dieses Modell.