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diffusion-models
5 postsTransformer Transformer: A Unified Model for Robot Co-Design
A diffusion transformer that generates and validates complete robot embodiments from motion demos, using unified RoboTokens across robot classes.
Nunchaku Lite Brings 4-bit Diffusion Inference Natively to Diffusers
Nunchaku's 4-bit SVDQuant inference is now natively loadable in Diffusers via from_pretrained, no separate engine or local CUDA compile needed.
Text Diffusion vs Autoregressive Models: The Real GPU Cost Math
A grounded comparison of text diffusion and autoregressive LLMs on GPU utilization, latency, batching economics, and real-world enterprise costs.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comDiffusionGemma: Google's Diffusion-Based LLM Developer Guide
Google's DiffusionGemma developer guide: diffusion-based LLM with bidirectional attention, 4x faster generation, vLLM support, and Sudoku fine-tuning results.
Netflix Explores Controllable AI Video Editing with Vera and VOID
Netflix unveils Vera and VOID, two research models enabling precise AI video editing while preserving source footage integrity and physical scene continuity.