cxcscmu / Montessori-Instruct
Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]
☆42Updated 2 months ago
Alternatives and similar repositories for Montessori-Instruct:
Users that are interested in Montessori-Instruct are comparing it to the libraries listed below
- Knowledge Unlearning for Large Language Models☆22Updated 3 weeks ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆104Updated last week
- What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆63Updated 3 weeks ago
- HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models☆39Updated 4 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆50Updated 2 weeks ago
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆119Updated 7 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆75Updated 2 months ago
- Exploring Model Kinship for Merging Large Language Models☆23Updated last month
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆64Updated last week
- ☆59Updated 3 months ago
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆71Updated 2 months ago
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆110Updated 10 months ago
- ☆16Updated 2 months ago
- ☆12Updated 8 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆64Updated last month
- This the implementation of LeCo☆32Updated 2 months ago
- Codebase for Instruction Following without Instruction Tuning☆33Updated 6 months ago
- ☆43Updated last month
- The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"☆53Updated 11 months ago
- ☆83Updated 2 weeks ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆58Updated 3 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 3 months ago
- ☆41Updated 3 weeks ago
- ☆59Updated 6 months ago
- Code for Paper: Teaching Language Models to Critique via Reinforcement Learning☆84Updated last month
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆61Updated 10 months ago
- Code for Heima☆37Updated last month
- [NeurIPS 2024] Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study☆48Updated 4 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆48Updated 10 months ago
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆44Updated last month