FROM $f(x)$ AND $g(x)$ TO $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones
☆72Jan 26, 2026Updated 7 months ago
Alternatives and similar repositories for RL-Compositionality
Users that are interested in RL-Compositionality 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 26] The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆19Feb 9, 2026Updated 6 months ago
- [ICML 2026] RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments☆232Apr 30, 2026Updated 3 months ago
- ☆47Jun 24, 2025Updated last year
- ☆363Jul 29, 2025Updated last year
- [ICML 2026 Spotlight] On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models☆166Jun 8, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆33Mar 2, 2025Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆450Jul 11, 2025Updated last year
- Towards a Unified View of Large Language Model Post-Training☆214Sep 8, 2025Updated 11 months ago
- ☆16Nov 14, 2025Updated 9 months ago
- 6,080-param transformer achieving 100% accuracy on 10-digit addition. Trained from scratch in 10 minutes.☆22Feb 19, 2026Updated 6 months ago
- ☆28May 8, 2024Updated 2 years ago
- The first high school physics Olympiad benchmark for evaluating (M)LLMs with step-level grading and human-level comparison.☆26Dec 19, 2025Updated 8 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆188Jul 23, 2025Updated last year
- Official Repository of Paper "Watch the Weights: Unsupervised monitoring and control of fine-tuned LLMs"☆15Sep 25, 2025Updated 11 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.
- [AAAI 2026] ReCode: Reinforced Code Knowledge Editing for API Updates☆25Jul 1, 2025Updated last year
- Aioli: A unified optimization framework for language model data mixing☆33Jan 17, 2025Updated last year
- Single-pass Adaptive Image Tokenization for Minimum Program Search | What's the Kolmogorov Complexity of an Image?☆45Jul 26, 2025Updated last year
- ☆56Jun 15, 2026Updated 2 months ago
- Physics of Language Models: Part 4.2, Canon Layers at Scale where Synthetic Pretraining Resonates in Reality☆360Aug 21, 2026Updated last week
- Scalable RL solution for advanced reasoning of language models☆1,872Mar 18, 2025Updated last year
- P1: Mastering Physics Olympiads with Reinforcement Learning☆89Dec 29, 2025Updated 8 months ago
- Code of EMNLP 2025 paper 'UltraIF: Advancing Instruction Following from the Wild'.☆21Apr 3, 2025Updated last year
- Official Code for What Makes and Breaks Safety Fine-tuning? A Mechanistic Study (NeurIPS 2024)☆11Oct 31, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆467Mar 20, 2026Updated 5 months ago
- ☆20Sep 16, 2025Updated 11 months ago
- ☆50Updated this week
- [ACL 2026 SAC Highlight Award] Can We Predict Before Executing Machine Learning Agents?☆24Jul 7, 2026Updated last month
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆231Nov 27, 2025Updated 9 months ago
- ☆18Feb 2, 2026Updated 6 months ago
- The official repository of paper "Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models''☆112Aug 15, 2025Updated last year
- The official implemention of "Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration" (ICML 2026)☆24Feb 4, 2026Updated 6 months ago
- Procedural data generators for verifiable reasoning, synthetic pretraining, post-training, evaluation, and RL.☆50Updated this week
- 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.
- SSRL: Self-Search Reinforcement Learning☆211Aug 20, 2025Updated last year
- ☆176Dec 13, 2025Updated 8 months ago
- ☆31Jul 16, 2025Updated last year
- Large Language Models(LLMs) of Code☆20Apr 23, 2023Updated 3 years ago
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,121Apr 15, 2026Updated 4 months ago
- Official repository for the paper "COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis".☆18Feb 19, 2025Updated last year
- ☆182Nov 24, 2025Updated 9 months ago