AutoThink is a reinforcement learning framework designed to equip R1-style language models with adaptive reasoning capabilities. Instead of always thinking or never thinking, the model learns when to engage in explicit reasoning, balancing performance and efficiency.
☆50Oct 14, 2025Updated 5 months ago
Alternatives and similar repositories for AutoThink
Users that are interested in AutoThink are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Improving Math reasoning through Direct Preference Optimization with Verifiable Pairs☆19Mar 20, 2025Updated last year
- ☆182Dec 5, 2025Updated 3 months ago
- The official repository of "R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Integration"☆139Sep 4, 2025Updated 6 months ago
- [Preprint arXiv: 2506.18810 ] ConciseHint: Boosting Efficient Reasoning via Continuous Concise Hints during Generation☆21Oct 1, 2025Updated 5 months ago
- This repository contains the ToolSelect dataset which was used to fine-tune Llama-2 70B for tool selection.☆22Mar 11, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GUIEvalKit: Open-source Evaluation Toolkit for GUI Agents☆19Feb 26, 2026Updated last month
- [ICLR 2024] This is the official implementation for the paper: "Beyond imitation: Leveraging fine-grained quality signals for alignment"☆10May 5, 2024Updated last year
- ☆31Jun 24, 2024Updated last year
- Official Repo of "CIBench: Evaluation of LLMs as Code Interpreter "☆14Jul 19, 2024Updated last year
- P4Control: Line-Rate Cross-Host Attack Prevention via In-Network Information Flow Control Enabled by Programmable Switches and eBPF☆11May 20, 2024Updated last year
- ☆15Aug 4, 2025Updated 7 months ago
- ☆25Jan 12, 2026Updated 2 months ago
- Official implementation of the paper “Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning”☆20Aug 20, 2025Updated 7 months ago
- [NeurIPS'25] The official code of "PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning"☆30Jan 12, 2026Updated 2 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [NeurIPS 2025] Thinkless: LLM Learns When to Think☆254Sep 26, 2025Updated 6 months ago
- Autonomous vehicle learn how to navigate efficiently at crossroad☆16Jan 31, 2018Updated 8 years ago
- Official repository for NeurIPS 2023 paper "When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homo…☆21Nov 18, 2024Updated last year
- ☆12Dec 13, 2023Updated 2 years ago
- Source code for the paper 'Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform'.☆12Nov 9, 2022Updated 3 years ago
- Self-Supervised Dataset Distillation for Transfer Learning☆18Apr 10, 2024Updated last year
- Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images☆18Jun 4, 2025Updated 9 months ago
- Deep Co-Clustering (SDM'19)☆15Dec 18, 2021Updated 4 years ago
- Reinforcement learning with docker and torcs☆20Aug 19, 2017Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Enhancing Multimodal Compositional Reasoning of Visual Language Models with Generative Negative Mining, WACV 2024☆13Jan 3, 2024Updated 2 years ago
- [AAAI 2026] WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving☆34Dec 23, 2025Updated 3 months ago
- Official PyTorch implementation of "Multisize Dataset Condensation" (ICLR'24 Oral)☆15Apr 18, 2024Updated last year
- Reproducing R1 for Code with Reliable Rewards☆12Apr 9, 2025Updated 11 months ago
- repo for paper titled: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment (AAAI'24 Oral)☆25May 16, 2024Updated last year
- ☆19Feb 25, 2023Updated 3 years ago
- 星搭低代码AI助手插件，使用 StableDiffusion 和 ChatGPT 生成插画和文案☆11Mar 22, 2023Updated 3 years ago
- ☆37Oct 29, 2025Updated 4 months ago
- ☆16Nov 26, 2024Updated last year
- 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.
- [AAAI 2023] Contrastive Masked Autoencoders for Self-Supervised Video Hashing☆27Jul 4, 2023Updated 2 years ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆181Jul 7, 2025Updated 8 months ago
- 基于uniapp开发的物联网平台微信小程序☆13Nov 6, 2020Updated 5 years ago
- ☆23Jul 16, 2024Updated last year
- ☆12Jul 31, 2025Updated 7 months ago
- ☆18Dec 20, 2023Updated 2 years ago
- ☆29Jun 5, 2025Updated 9 months ago