Scores from different versions, task subsets, harnesses and scoring rules are not directly comparable. How results are reviewed
Documented results
3 selected tests| View ReportCustom evaluation | Qwen3.8-Flash-Next | MMLU-ProLLST protocol 1.0 subset · 42 pinned LLST v1.0 questions; not the full MMLU-Pro benchmark32K configured context | 85.71 %Score · n = 100 · 14 categories; five-shot validation examples | — | — | 2 × RX 7900 XTXMulti-GPU · split unknown · 24 GB VRAM/GPUConfiguration
|
|---|---|---|---|---|---|---|
| View ReportGeneric LLM | halogen-swift1.5-qwen3.8-flash-next-v2-abliterated | MMLU-ProOne question per14subjects; seed71 concurrent request | 10 correctScore · n = 14 · Accuracy | — | — | 1 × Ryzen AI Max+ 395Single GPU · Unified memory · 128 GB RAMConfiguration
|
| View ReportGeneric LLM | Gemma4-26B-CIRU-AMD-STRIX-vLLM | MMLU-Pro100 tasks | 72.5 %Score · n = 100 · Accuracy | — | — | GPU count unknownUnknown · Unified memory · 128 GB RAMConfiguration
|
Versions and harnesses
Versions: LLST protocol 1.0 subset
Harnesses: EvalScope1.12.0, Local LLM Standard Test (LLST) 1.0 / EvalScope, Model-author14-question reasoning sample
This is a selection across sources, not a ranking or a matched experiment. Reading benchmark reports
GPU benchmark pages: RX 7900 XTX · Ryzen AI Max+ 395