zhiyuanhubj / LongRecipe
LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models
☆76Updated 6 months ago
Alternatives and similar repositories for LongRecipe:
Users that are interested in LongRecipe are comparing it to the libraries listed below
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆179Updated 2 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆74Updated 11 months ago
- ☆59Updated 8 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆44Updated 6 months ago
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆75Updated 5 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆150Updated 8 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆76Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆76Updated 3 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆60Updated 4 months ago
- ☆98Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆119Updated last month
- Model merging is a highly efficient approach for long-to-short reasoning.☆46Updated last month
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆69Updated last month
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆93Updated this week
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆30Updated 10 months ago
- A Comprehensive Survey on Long Context Language Modeling☆139Updated last month
- Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling☆101Updated 3 months ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆131Updated 2 months ago
- ☆18Updated 5 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆170Updated 10 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 6 months ago
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆62Updated 6 months ago
- ☆194Updated 2 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆111Updated 10 months ago
- Critique-out-Loud Reward Models☆64Updated 6 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- Code implementation of synthetic continued pretraining☆107Updated 4 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆35Updated 2 months ago
- ☆63Updated 5 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆154Updated 10 months ago