dLLM: Simple Diffusion Language Modeling

Benchmark Model Rank Results
language-modelling-on-lambadaModernBERT-base-chat-v0.1#48Accuracy: 49.3
code-generation-on-mbppDream-Instruct (reasoning SFT)#123Accuracy: 45.53
mathematical-reasoning-on-math-500LLaDA-Instruct (reasoning SFT)#131Accuracy: 35.40
arithmetic-reasoning-on-gsm8kLLaDA-Instruct (reasoning SFT)#152Accuracy: 80.59
math-word-problem-solving-on-mathQwen3-0.6B-diffusion-bd3lm-v0.1#168Accuracy: 13.9
sentence-completion-on-hellaswagModernBERT-large-chat-v0.1#189Accuracy: 45.0
sentence-completion-on-hellaswagQwen3-0.6B-diffusion-mdlm-v0.1#195Accuracy: 42.1