Great article! Thanks for sharing. It's really great this cool library gets some blog attention after some months ! some questions i have actually from using it . I have been scratching my…
…Built upon this unified discrete alignment, Discrete-WAM establishes a shared discrete diffusion framework with unified generative tasks, jointly formulating world modeling, world-action policy, and hierarchical decision-enabled policy, supporting compositional…
…View arXiv page View PDF Project page Add to collection Community i think this is a fascinating work, very timely in this field. thank you for your contribution to the community! the…
…We observe that autoregressive normalizing flows are autoregressive Transformer s--sharing the same causal mask , KV-cache mechanism, and left-to-right structure as LLMs--making them the most natural paradigm for…
…However, existing open-source methods mainly rely on either dual-tower designs with posterior alignment or fully unified tri-modal designs that mix textual context, audio and video in one shared space…
…Diversity in Evolutionary Inference , a distributed Quality-Diversity (QD) search framework that assigns heterogeneous large language models (LLMs) as mutation operators across peer nodes communicating with non-blocking collective operations . Unlike homogeneous…
…Built on a shared video diffusion backbone , τ_0-WM provides two complementary interfaces. First, a video action model jointly predicts future visual latents and continuous action chunks from multi-view observations…
…Built on this foundation, AnalogRetriever encodes schematics and descriptions with a vision-language model and netlists with a port-aware relational graph convolutional network , mapping all three modalities into a shared embedding…
…Victor Conchello Vendrell , , , , , Abstract A novel recurrent LLM architecture called MELT is proposed that decouples reasoning depth from memory consumption by sharing a single KV cache across reasoning loops and using chunk…
…Yaorui Shi , Yuxin Chen , Zhengxi Lu , , , , , , Abstract Skill1 is a unified framework that trains a single policy to simultaneously evolve skill selection, utilization, and distillation capabilities using a shared task-outcome objective…