A curated list of papers and selected technical blogs on Loop Models.
☆412Sep 24, 2026Updated this week
Alternatives and similar repositories for Awesome-Loop-Models
Users that are interested in Awesome-Loop-Models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Codebase: LT2: Linear-Time Looped Transformers.☆63Jul 27, 2026Updated last month
- [ICML 2026] Code for Equilibrium Reasoners: learning attractor dynamics for scalable reasoning☆54Sep 14, 2026Updated last week
- Minimal and highly hackable implementation of Looped Transformers with GPT☆25Mar 8, 2026Updated 6 months ago
- Full model implementation for Flow Equivariant World Models (ICML 2026), world models with memory for dynamic scenes☆60Jul 29, 2026Updated last month
- ☆31May 20, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Stable Looped Models and their Scaling Laws☆179Sep 2, 2026Updated 3 weeks ago
- SJTU | CS 2612, Programming Languages and Compilers, Fall 2023☆13Jan 9, 2024Updated 2 years ago
- A Minimalist, Batteries-included Repository for Advancing World Model Science.☆743Sep 14, 2026Updated last week
- Code for COLM '26 paper 'Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers'☆99Sep 3, 2026Updated 3 weeks ago
- Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence☆70Nov 11, 2025Updated 10 months ago
- LoopFormer is an elastic-depth looped Transformer trained on variable-length trajectories, using time/step-size conditioning and a shortc…☆47Mar 28, 2026Updated 5 months ago
- ☆50Feb 20, 2026Updated 7 months ago
- SRSA: Skill Retrieval and Adaptation for Robotic Assembly Tasks☆21Mar 25, 2026Updated 5 months ago
- ☆81Sep 11, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation (NeurIPS 2025)☆630Updated this week
- ☆13Aug 7, 2021Updated 5 years ago
- Official codebase for "Next-Latent Prediction Transformers Learn Compact World Models"☆193Jun 12, 2026Updated 3 months ago
- [ICML'26] Official implementation of paper "Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models"☆85Jul 17, 2026Updated 2 months ago
- Curated collection of research on the limitations of next-token prediction and methods that go beyond it.☆32Jul 10, 2026Updated 2 months ago
- [CVPR'26] UniGame code implementation☆20Apr 21, 2026Updated 5 months ago
- A Minimal and Elegant Framework & Tutorial for Real-Time Interactive World Models☆835Sep 10, 2026Updated 2 weeks ago
- Dynamic weight generation for recursive transformers via input-conditioned LoRA modulation☆36Apr 2, 2026Updated 5 months ago
- ☆289Apr 21, 2026Updated 5 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design S…☆46May 20, 2025Updated last year
- ☆15Mar 20, 2025Updated last year
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆30Jul 24, 2025Updated last year
- Official implementation of the paper "You Do Not Fully Utilize Transformer's Representation Capacity"☆32May 28, 2025Updated last year
- A paper list of Awesome Latent Space.☆972Jul 13, 2026Updated 2 months ago
- The official repo for "OpenMoE 2: Sparse Diffusion Language Models".☆58Dec 28, 2025Updated 8 months ago
- [ICML 2026] ResVLA: From Noise to Intent: Anchoring Generative VLA Policies with Residual Bridges☆29Jun 1, 2026Updated 3 months ago
- ☆34Apr 8, 2025Updated last year
- [Tech Report] Expanded Hyper-Connections☆66Jul 21, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Awesome List for On-Policy Distillation☆869Updated this week
- Official implementation of "Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought" (NeurIPS 2025)☆44Oct 8, 2025Updated 11 months ago
- ☆19Mar 25, 2026Updated 5 months ago
- Flow Map OPD for AnyStep Video Diffusion☆432Aug 14, 2026Updated last month
- H-Net: Hierarchical Network with Dynamic Chunking☆880Nov 20, 2025Updated 10 months ago
- SparAlloc: A Simple and Modular Framework for Decoupled Sparsity Allocation in Layerwise Pruning for LLM☆16Jun 5, 2025Updated last year
- ☆11Oct 8, 2022Updated 3 years ago