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Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
XLNet: Generalized Autoregressive Pretraining for Language Understanding
An autoregressive character-level language model for making more things
MAGI-1: Autoregressive Video Generation at Scale
Official codebase for "Self Forcing: Bridging Training and Inference in Autoregressive Video Diffusion" (NeurIPS 2025 Spotlight)
TranslatedNon-autoregressive System 1 decision engine, designed for structured, typed decision-making scenarios. DeepOpen Multilingual, non-autoregressive System 1 decision engine.
Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation