Code for COLM '26 paper 'Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers'
☆99Sep 3, 2026Updated 2 weeks ago
Alternatives and similar repositories for Loop-Think-Generalize
Users that are interested in Loop-Think-Generalize are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LoopFormer is an elastic-depth looped Transformer trained on variable-length trajectories, using time/step-size conditioning and a shortc…☆46Mar 28, 2026Updated 5 months ago
- Stable Looped Models and their Scaling Laws☆179Sep 2, 2026Updated 2 weeks ago
- Official PyTorch implementation of "Latent Reasoning in TRMs is Secretly a Policy Improvement Operator" (ICML 2026)☆26May 29, 2026Updated 3 months ago
- ☆57Apr 5, 2026Updated 5 months ago
- [ICML 2026] Code for V1: Unifying Generation and Self-Verification for Parallel Reasoners.☆39Mar 5, 2026Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repository for "Training Language Models To Explain Their Own Computations"☆37Jul 7, 2026Updated 2 months ago
- Train Embedding Models on MLX.☆17Jun 2, 2026Updated 3 months ago
- Target Policy Optimization (JAX)☆31Apr 18, 2026Updated 5 months ago
- [COLM-LLA 2026] The official implementation for paper "AdaExplore: Failure-Driven Adaptation and Diversity-Preserving Search for Efficien…☆24Aug 23, 2026Updated 3 weeks ago
- Meta-Reinforcement Learning with Self-Reflection☆35Mar 26, 2026Updated 5 months ago
- Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents☆31Apr 16, 2026Updated 5 months ago
- Bridge incompatible embedding spaces with a single SVD. When your embedding provider deprecates a model, adapt instead of re-embedding.☆36Apr 28, 2026Updated 4 months ago
- An hardware-aware Efficient Implementation for "Mixture-of-Depths Attention".☆277May 6, 2026Updated 4 months ago
- The best benchmark for LLMs on Apple's MLX framework knowledge and coding tasks.☆38Jun 12, 2026Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repositories contains the reference implementation for the Sparse Delta Memory paper.More precisely, it contains the model definitio…☆39Jul 9, 2026Updated 2 months ago
- Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence☆69Nov 11, 2025Updated 10 months ago
- A curated list of papers and selected technical blogs on Loop Models.☆401Updated this week
- ☆34Feb 1, 2026Updated 7 months ago
- Find the hidden meaning of LLMs☆42Nov 13, 2025Updated 10 months ago
- PC-ALM☆221Sep 8, 2026Updated last week
- Jax Codebase for Evolutionary Strategies at the Hyperscale☆375Feb 27, 2026Updated 6 months ago
- An Autonomous Curriculum Reinforcement Learning framework that steers agents to continually learn in specific environments with zero huma…☆44Jun 7, 2026Updated 3 months ago
- Training non-differentiable networks via optimal transport.☆33Sep 1, 2026Updated 2 weeks ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models. FS-DFM accepted for ICLR 2026☆50Sep 11, 2026Updated last week
- [ICML 2026] Memory-Efficient LLM Pretraining via Minimalist Optimizer Design☆23May 26, 2026Updated 3 months ago
- ☆26Jul 17, 2026Updated 2 months ago
- PyTorch implementation of "Field Matching: an Electrostatic Paradigm to Generate and Transfer Data" (ICML 2025)☆21Jul 23, 2025Updated last year
- ☆15Feb 5, 2026Updated 7 months ago
- Official code for "How2Everything: Mining the Web for How-To Procedures to Evaluate and Improve LLMs"☆25Feb 10, 2026Updated 7 months ago
- MLX implementation of Hierarchical Reasoning Model (HRM) - Adaptive computation for complex reasoning tasks☆29Aug 27, 2025Updated last year
- ☆30Jan 31, 2026Updated 7 months ago
- ☆78Apr 30, 2026Updated 4 months ago
- 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.
- A minimal implementation of Drifting Models for 2D toy data. Unlike diffusion/flow models that iterate at inference, drifting models evo…☆75Feb 13, 2026Updated 7 months ago
- AgentIR is a retriever specialized for Deep Research agents (COLM 2026).☆64Aug 28, 2026Updated 3 weeks ago
- [ICML 2026] Code for Equilibrium Reasoners: learning attractor dynamics for scalable reasoning☆52Updated this week
- InfoSeeker: A scalable hierarchical parallel agent framework for web information seeking☆18Feb 26, 2026Updated 6 months ago
- Training LLMs to Report Their Learned Behaviors☆29Apr 28, 2026Updated 4 months ago
- ☆16Updated this week
- Run autonomous AI agents across machines using a distributed filesystem.☆17Apr 3, 2026Updated 5 months ago