View ReportCustom evaluation | Muse-Glimmer-30BQ4_K_MModel ref. ↗Conflicting evidence | HumanEval100 problems | 97 %Reported pass@1 · n = 100 | — | 27.51 tok/sGeneration · mean · per request | 1 × W7800Single GPU · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BQ4_K_MModel ref. ↗ | Token speed | — | 122.9 tok/sPrefill · median · unknown | 27.7 tok/sGeneration · median · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Ubuntu 24.04
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 123 / 256 tokens
- Context
- 4096
- Concurrency
- Not reported
- Date
- 2026-08-12
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BROCMFP4_FASTModel ref. ↗ | Token speed | — | 754.03 tok/sPrefill · median · unknown | 42.98 tok/sGeneration · median · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 1116 / 256 tokens
- Context
- 1372
- Concurrency
- Not reported
- Date
- 2026-08-11
Full record → |
|---|
View ReportGeneric LLM | Muse-Glimmer-30BUD-Q2-K-XLModel ref. ↗ | Token speed | — | ~308 tok/sPrefill · per request | ~20 tok/sGeneration · per request | 1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPUConfiguration- Memory
- 16 GB VRAM/GPU
- OS
- Debian Sid (guest); Debian Trixie (host)
- Engine
- llama.cpp
- Backend
- ROCm / HIP
- Harness
- Author coding request timing
- Prompt / output
- ? / ? tokens
- Context
- 62144
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportGeneric LLM | Muse-Glimmer-30BQuant not reportedModel ref. ↗ | Token speed | — | — | 53 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Windows 11 Pro 25H2
- Engine
- llama.cpp
- Backend
- Vulkan
- Harness
- Not reported
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-08-10
Full record → |
|---|
View ReportCustom evaluation | Muse-Glimmer-30BQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-bulk-dispatcher-impl | — | — | 26.88 tok/sGeneration · mean · per request | 1 × W7800Single GPU · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 4096 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BQ4_K_MModel ref. ↗ | Token speed | — | 260.2 tok/sPrefill · median · unknown | 12.9 tok/sGeneration · median · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Ubuntu 24.04
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 1210 / 512 tokens
- Context
- 8192
- Concurrency
- Not reported
- Date
- 2026-08-12
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BUD-Q8_K_XLModel ref. ↗ | Token speed | — | 856.13 tok/sPrefill · median · unknown | 34.06 tok/sGeneration · median · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 1116 / 256 tokens
- Context
- 1372
- Concurrency
- Not reported
- Date
- 2026-08-11
Full record → |
|---|
View ReportCustom evaluation | Muse-Glimmer-30BQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-horner-mpmath-derivative | — | — | 27.17 tok/sGeneration · mean · per request | 1 × W7800Single GPU · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 2012 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BQ4_K_MModel ref. ↗ | Token speed | — | 268.5 tok/sPrefill · median · unknown | 12.9 tok/sGeneration · median · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Ubuntu 24.04
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 1210 / 512 tokens
- Context
- 8192
- Concurrency
- Not reported
- Date
- 2026-08-12
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BUD-Q8_K_XLModel ref. ↗ | Token speed | — | 683.69 tok/sPrefill · median · unknown | 26.69 tok/sGeneration · median · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 578 / 238 tokens
- Context
- 816
- Concurrency
- Not reported
- Date
- 2026-08-11
Full record → |
|---|
View ReportCustom evaluation | Muse-Glimmer-30BQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-invoke-sign-artifacts-ps | — | — | 27.11 tok/sGeneration · mean · per request | 1 × W7800Single GPU · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 2532 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BQ4_K_MModel ref. ↗ | Token speed | — | 124.5 tok/sPrefill · median · unknown | 28.2 tok/sGeneration · median · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Ubuntu 24.04
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 123 / 256 tokens
- Context
- 4096
- Concurrency
- Not reported
- Date
- 2026-08-12
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BUD-Q8_K_XLModel ref. ↗ | Token speed | — | 991.06 tok/sPrefill · median · unknown | 29.66 tok/sGeneration · median · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 1411 / 512 tokens
- Context
- 1923
- Concurrency
- Not reported
- Date
- 2026-08-11
Full record → |
|---|
View ReportCustom evaluation | Muse-Glimmer-30BQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-legacy-rename-toolchain | — | — | 27.29 tok/sGeneration · mean · per request | 1 × W7800Single GPU · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 1602 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BQ4_K_MModel ref. ↗ | Token speed | — | 255.9 tok/sPrefill · median · unknown | 12.8 tok/sGeneration · median · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Ubuntu 24.04
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 1210 / 512 tokens
- Context
- 8192
- Concurrency
- Not reported
- Date
- 2026-08-12
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BROCMFP4_FASTModel ref. ↗ | Token speed | — | 1,116.81 tok/sPrefill · median · unknown | 62.55 tok/sGeneration · median · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 1411 / 512 tokens
- Context
- 1923
- Concurrency
- Not reported
- Date
- 2026-08-11
Full record → |
|---|
View ReportCustom evaluation | Muse-Glimmer-30BQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-nuget-multitarget-design | — | — | 27.52 tok/sGeneration · mean · per request | 1 × W7800Single GPU · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 1024 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BQ4_K_MModel ref. ↗ | Token speed | — | 262.5 tok/sPrefill · median · unknown | 12.7 tok/sGeneration · median · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Ubuntu 24.04
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 1210 / 512 tokens
- Context
- 8192
- Concurrency
- Not reported
- Date
- 2026-08-12
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BUD-Q8_K_XLModel ref. ↗ | Token speed | — | 787.46 tok/sPrefill · unknown | 47.77 tok/sGeneration · unknown | 3 × R9700Tensor parallel · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 578 / 256 tokens
- Context
- 834
- Concurrency
- Not reported
- Date
- 2026-08-16
Full record → |
|---|
View ReportCustom evaluation | Muse-Glimmer-30BQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-parser-nunit-tests | — | — | 27.04 tok/sGeneration · mean · per request | 1 × W7800Single GPU · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 2948 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BUD-Q8_K_XLModel ref. ↗ | Token speed | — | 663.48 tok/sPrefill · unknown | 15.95 tok/sGeneration · peak · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 578 / 256 tokens
- Context
- 834
- Concurrency
- Not reported
- Date
- 2026-08-10
Full record → |
|---|
View ReportCustom evaluation | Muse-Glimmer-30BQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-poincare-section-pytest | — | — | 26.91 tok/sGeneration · mean · per request | 1 × W7800Single GPU · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 3552 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | Muse-Glimmer-30BUD-Q8_K_XLModel ref. ↗ | Token speed | — | 660.07 tok/sPrefill · unknown | 15.99 tok/sGeneration · peak · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 578 / 256 tokens
- Context
- 834
- Concurrency
- Not reported
- Date
- 2026-08-10
Full record → |
|---|