General Reasoning on MMLU (5-shot)
75.14Accuracy (5-shot)WeDLM-8B
Evaluation results
| Method | Links | |
|---|---|---|
| WeDLM-8BInstruct Model=true, Model Category=WeDLM, Shot Configuration=5-shot, Inference Framework=vLLM, Sampling Temperature=0.1, Max Generation Length=512, Window Size (W)=6, Penalty Coefficient (λ)=0.12025.12 | 75.14 | |
| SDAR-8BInstruct Model=true, Model Category=DLLM Baseline, Shot Configuration=5-shot, Inference Framework=JetEngine, Sampling Temperature=0.1, Max Generation Length=512, Window Size (W)=6, Penalty Coefficient (λ)=0.12025.12 | 73.61 | |
| Qwen2.5-7BInstruct Model=true, Model Category=AR Baseline, Shot Configuration=5-shot, Inference Framework=vLLM, Sampling Temperature=0.1, Max Generation Length=5122025.12 | 71.98 | |
| Qwen3-8BInstruct Model=true, Model Category=AR Baseline, Shot Configuration=5-shot, Inference Framework=vLLM, Sampling Temperature=0.1, Max Generation Length=5122025.12 | 71.52 | |
| WeDLM-7BInstruct Model=true, Model Category=WeDLM, Shot Configuration=5-shot, Inference Framework=vLLM, Sampling Temperature=0.1, Max Generation Length=512, Window Size (W)=6, Penalty Coefficient (λ)=0.12025.12 | 70.52 | |
| Dream-7BInstruct Model=true, Model Category=DLLM Baseline, Shot Configuration=5-shot, Inference Framework=dInfer, Sampling Temperature=0.1, Max Generation Length=512, Window Size (W)=6, Penalty Coefficient (λ)=0.12025.12 | 64.19 | |
| LLaDA-8BInstruct Model=true, Model Category=DLLM Baseline, Shot Configuration=5-shot, Inference Framework=dInfer, Sampling Temperature=0.1, Max Generation Length=512, Window Size (W)=6, Penalty Coefficient (λ)=0.12025.12 | 63.7 |