Literature:
- Simple and Effective Masked Diffusion Language Models
- Score-Based Generative Modeling through Stochastic Differential Equations
- Sequence-to-Sequence Denoising Diffusion
Image source:
- Diffusion Models: A Comprehensive Survey of Methods and Applications
- https://s-sahoo.com/mdlm/
- https://www.inceptionlabs.ai/news

Paper: DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Source: https://github.com/deepseek-ai/DeepSeek-R1 & https://arxiv.org/pdf/2402.03300