dllm and d3LLM
These two tools are competitors, as both aim to provide diffusion-based language modeling, with d3LLM specifically advertising itself as "Ultra-Fast," suggesting an improved alternative to existing diffusion language models like dLLM.
About dllm
ZHZisZZ/dllm
dLLM: Simple Diffusion Language Modeling
Implements diffusion-based language models using masked and block diffusion approaches, with unified training pipelines built on HuggingFace `transformers` Trainer supporting LoRA, DeepSpeed, and FSDP. Provides evaluation harness integration and reference implementations for models like LLaDA, Dream, and BERT-Chat, plus tools for converting any autoregressive model to diffusion-based generation through adapter training.
About d3LLM
hao-ai-lab/d3LLM
d3LLM: Ultra-Fast Diffusion LLM 🚀
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