kmccleary3301 / nested_learningLinks
A Reproduction of GDM's Nested Learning Paper
☆593Updated 2 weeks ago
Alternatives and similar repositories for nested_learning
Users that are interested in nested_learning are comparing it to the libraries listed below
Sorting:
- PyTorch Code for Energy-Based Transformers paper -- generalizable reasoning and scalable learning☆577Updated 2 months ago
- Official JAX implementation of End-to-End Test-Time Training for Long Context☆445Updated last week
- This repo contains the source code for the paper "Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning"☆288Updated 2 months ago
- ☆379Updated 2 months ago
- Open-source release accompanying Gao et al. 2025☆498Updated last month
- Training teachers with reinforcement learning able to make LLMs learn how to reason for test time scaling.☆358Updated 7 months ago
- Tina: Tiny Reasoning Models via LoRA☆313Updated 4 months ago
- Chain of Experts (CoE) enables communication between experts within Mixture-of-Experts (MoE) models☆227Updated 2 months ago
- Public repository for "The Surprising Effectiveness of Test-Time Training for Abstract Reasoning"☆342Updated 2 months ago
- Official implementation of "Continuous Autoregressive Language Models"☆714Updated last month
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆370Updated last year
- ☆206Updated last year
- RLP: Reinforcement as a Pretraining Objective☆223Updated 3 months ago
- Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation (NeurIPS 2025)☆538Updated 4 months ago
- Pretraining and inference code for a large-scale depth-recurrent language model☆859Updated 3 weeks ago
- ☆166Updated 5 months ago
- Code for the paper: "Learning to Reason without External Rewards"☆385Updated 6 months ago
- H-Net: Hierarchical Network with Dynamic Chunking☆808Updated 2 months ago
- Physics of Language Models: Part 4.2, Canon Layers at Scale where Synthetic Pretraining Resonates in Reality☆314Updated 3 weeks ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆236Updated 3 months ago
- codes for R-Zero: Self-Evolving Reasoning LLM from Zero Data (https://www.arxiv.org/pdf/2508.05004)☆736Updated last month
- nanoGRPO is a lightweight implementation of Group Relative Policy Optimization (GRPO)☆141Updated 8 months ago
- Official repo of paper LM2☆46Updated 11 months ago
- Library for text-to-text regression, applicable to any input string representation and allows pretraining and fine-tuning over multiple r…☆312Updated last month
- A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).☆342Updated last month
- Normalized Transformer (nGPT)☆197Updated last year
- GPU-optimized framework for training diffusion language models at any scale. The backend of Quokka, Super Data Learners, and OpenMoE 2 tr…☆318Updated 2 months ago
- LLaDA2.0 is the diffusion language model series developed by InclusionAI team, Ant Group.☆225Updated last month
- Efficiently discovering algorithms via LLMs with evolutionary search and reinforcement learning.☆125Updated 2 months ago
- dLLM: Simple Diffusion Language Modeling☆1,633Updated 2 weeks ago