Training teachers with reinforcement learning able to make LLMs learn how to reason for test time scaling.
☆371Jun 23, 2025Updated last year
Alternatives and similar repositories for RLT
Users that are interested in RLT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2026] Learning to Reason without External Rewards☆427Jan 26, 2026Updated 9 months ago
- Row-wise block scaling for fp8 quantization matrix multiplication. Solution to GPU mode AMD challenge.☆19Feb 9, 2026Updated 8 months ago
- Pretraining and inference code for a large-scale depth-recurrent language model☆991Dec 29, 2025Updated 10 months ago
- Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents☆2,487Aug 13, 2025Updated last year
- A Tree Search Library with Flexible API for LLM Inference-Time Scaling☆577Oct 16, 2026Updated 3 weeks ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Kinetics: Rethinking Test-Time Scaling Laws☆87Jul 11, 2025Updated last year
- RL with Experience Replay☆59Oct 13, 2026Updated 3 weeks ago
- Reinforcing General Reasoning without Verifiers☆103Jun 24, 2025Updated last year
- Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input☆1,329Jun 8, 2025Updated last year
- Code for "Reasoning to Learn from Latent Thoughts"☆135Mar 28, 2025Updated last year
- ☆1,434Sep 12, 2025Updated last year
- A Self-adaptation Framework🐙 that adapts LLMs for unseen tasks in real-time!☆1,227Jan 30, 2025Updated last year
- Code for RATIONALYST: Pre-training Process-Supervision for Improving Reasoning https://arxiv.org/pdf/2410.01044☆36Oct 3, 2024Updated 2 years ago
- The code repository of the paper: Competition and Attraction Improve Model Fusion☆170Aug 25, 2025Updated last year
- 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.
- Scaling RL on advanced reasoning models☆697Oct 20, 2025Updated last year
- Official repo for "Binary Retrieval-augmented Reward Mitigates Hallucinations"☆16Nov 13, 2025Updated 11 months ago
- Democratizing Reinforcement Learning for LLMs☆5,912Oct 16, 2026Updated 3 weeks ago
- Continuous Thought Machines, because thought takes time and reasoning is a process.☆2,045Dec 29, 2025Updated 10 months ago
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,132Apr 15, 2026Updated 6 months ago
- Official github repo for "Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute"☆18Jun 30, 2025Updated last year
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆453Mar 11, 2026Updated 7 months ago
- Sky-T1: Train your own O1 preview model within $450☆3,400Jul 12, 2025Updated last year
- Defeating the Training-Inference Mismatch via FP16☆199Nov 14, 2025Updated 11 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.
- The open-source code of MetaStone-S1.☆106Aug 1, 2025Updated last year
- UQ: Assessing Language Models on Unsolved Questions☆30Aug 26, 2025Updated last year
- ☆19Mar 10, 2025Updated last year
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,957May 11, 2025Updated last year
- Cuda kernels for leveraging LLM sparsity to improve throughput and decrease the memory requirements during inference and training.☆262Jun 29, 2026Updated 4 months ago
- ☆56Updated this week
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆188Jul 23, 2025Updated last year
- SSRL: Self-Search Reinforcement Learning☆210Aug 20, 2025Updated last year
- 🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.☆674Jan 29, 2026Updated 9 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.
- Self-Adapting Language Models☆1,877Aug 1, 2025Updated last year
- ThetaEvolve: Test-time Learning on Open Problems, enabling RL training on AlphaEvolve/OpenEvolve and emphasizing scaling test-time comput…☆183Feb 27, 2026Updated 8 months ago
- ☆73Feb 4, 2026Updated 9 months ago
- TFT (Training from Traces) benchmark: 5 scenarios comparing TFT pipeline vs Direct Training on SGD restaurant traces☆13Sep 7, 2026Updated 2 months ago
- Code for Quiet-STaR☆737Aug 21, 2024Updated 2 years ago
- 🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]☆1,253Nov 17, 2025Updated 11 months ago
- Low-rank sparse attention decomposition for LLM interpretability; active development continues in Llamascopium☆30Nov 9, 2025Updated 11 months ago