[ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
☆367Sep 6, 2024Updated 2 years ago
Alternatives and similar repositories for Reflection_Tuning
Users that are interested in Reflection_Tuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆420Jun 25, 2025Updated last year
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆190Jun 25, 2025Updated last year
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆20Sep 27, 2025Updated 11 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆602Dec 9, 2024Updated last year
- ☆153Apr 16, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆289Aug 20, 2023Updated 3 years ago
- ☆89Dec 29, 2023Updated 2 years ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆532Oct 20, 2024Updated last year
- This is AlpaGasus2-QLoRA based on LLaMA2 with AlpaGasus mechanism using QLoRA!☆15Nov 22, 2023Updated 2 years ago
- AutoHallusion Codebase (EMNLP 2024)☆22Dec 6, 2024Updated last year
- ☆338Jul 25, 2024Updated 2 years ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆146Oct 27, 2024Updated last year
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆121Dec 10, 2024Updated last year
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆884Mar 17, 2025Updated last year
- 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.
- Code for paper: Optimizing Length Compression in Large Reasoning Models☆29Oct 20, 2025Updated 11 months ago
- [NAACL'25] RuleR: Improving LLM Controllability by Rule-based Data Recycling☆14Sep 27, 2025Updated 11 months ago
- ☆25Dec 13, 2024Updated last year
- [ACL'24] Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements☆25Sep 14, 2024Updated 2 years ago
- Recipes to train reward model for RLHF.☆1,545Apr 24, 2025Updated last year
- Code for Quiet-STaR☆740Aug 21, 2024Updated 2 years ago
- NLPBench: Evaluating NLP-Related Problem-solving Ability in Large Language Models☆10Oct 27, 2023Updated 2 years ago
- ☆1,339Nov 21, 2024Updated last year
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"☆325Dec 20, 2023Updated 2 years 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.
- Scalable toolkit for efficient model alignment☆852Oct 6, 2025Updated 11 months ago
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆14Aug 8, 2025Updated last year
- O1 Replication Journey☆2,000Jan 14, 2025Updated last year
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆713Jan 20, 2025Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆472Apr 18, 2024Updated 2 years ago
- DSIR large-scale data selection framework for language model training☆276Apr 7, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆7,363Sep 12, 2026Updated last week
- Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation☆91Nov 13, 2024Updated last year
- Unofficial implementation of AlpaGasus☆94Sep 23, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A recipe for online RLHF and online iterative DPO.☆546Dec 28, 2024Updated last year
- ☆316Jun 9, 2024Updated 2 years ago
- ☆19Nov 24, 2025Updated 9 months ago
- Codebase for Instruction Following without Instruction Tuning☆36Sep 24, 2024Updated last year
- Official repository for ORPO☆480May 31, 2024Updated 2 years ago
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆75Feb 25, 2025Updated last year
- [NIPS2023] RRHF & Wombat☆804Sep 22, 2023Updated 2 years ago