j1s4nn / jev-adaptive-granularity-WM
Official code, locked protocols, and audit artifacts for "Jev-Routed Temporal Granularity with Recovery and Hysteresis for Causal Video Generation": per-segment fine/coarse/hold routing for Causal-rCM (Wan2.1-1.3B) via the Jev oracle, with two-GPU (T4/A100) feasibility audits.
NandhaKishorM / laya
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.
EleutherAI / gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
deepopen-com / deepopen
非自回归System 1决策引擎，专为结构化类型决策场景设计 DeepOpen Multilingual, non-autoregressive System 1 decision engine.
jd-opensource / JoyAI-Video-Edit
[Official Repo] JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion
nv-tlabs / ardy
Official implementation of ARDY: Autoregressive Diffusion with Hybrid Representation for Interactive Human Motion Generation (SIGGRAPH 2026).
thu-ml / Causal-Forcing
[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++
MeiGen-AI / OPSD-V
On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators
google-deepmind / simply
Minimal and scalable research codebase in JAX, designed for rapid iteration on frontier research in LLM and other autoregressive models.
NVIDIA / flashdreams
high-performance inference and serving library for interactive autoregressive video and world models
Heman10x-NGU / openJev-verdict-2.0
Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)
wonderfulearth / primitive-operation-painter
Autoregressive primitive-operation painter with GPU image-to-sequence converter
Zihan-Su / Self_Gradient_Forcing_Plus
Autoregressive video generation with decoupled context-writing and denoising parameters, enabling up to 24-hour generation from 5s training windows.
LiJiaxing0213 / DistillAlign
DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation
Heman10x-NGU / Verdict-open-jev
Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground
xiaomi-research / midashenglm-gen
LLM‑driven autoregressive flow matching for unified speech‑music‑sound‑effect audio scene generation
OPPO-Mente-Lab / CuteTTS
CuteTTS: a lightweight continuous autoregressive TTS model that runs efficiently on GPUs, CPUs, and Apple silicon.
groundingpi / GroundAnything
A 4B diffusion grounding model for fast, precise visual evidence extraction. Unifies diverse grounding tasks through parallel decoding, with optional self-speculative decoding delivering 4.51x autoregressive throughput on COCO.
delaprada / Mask-Forcing
Official Implementation for Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout
nv-tlabs / cmd
Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation
ASLP-lab / SemBridge
SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation
Ch3nOff / dual-loop-controller
Hardware-aligned latent deliberation framework decoupling System 2 continuous reasoning from System 1 autoregressive decoding.
SAGAR-TAMANG / sarvam-jev
Generation-free typed decisions on Indic LLMs. An open Jev-style inference engine on sarvam-1: constrained logit readout instead of autoregressive JSON. Runs client-side in the browser.
mosaichunk / MosaiChunk
MosaiChunk: Compositing Spatio-Temporal Memory for Autoregressive Video Generation
yanghaha0908 / GROW
Official code for "GROW: Group-Relative Advantage-Weighted On-Policy Reinforcement Learning of Autoregressive-Diffusion Text-to-Speech Model"
intikhab49 / open-jev-typed-decision-engine
Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.
CSU-JPG / Glance-Forcing
Glance Forcing: Making Bidirectional Diffusion Autoregressive at a Glance