[ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
☆367Sep 6, 2024Updated last year
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…☆413Jun 25, 2025Updated 9 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆188Jun 25, 2025Updated 9 months ago
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆20Sep 27, 2025Updated 6 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆592Dec 9, 2024Updated last year
- ☆151Apr 16, 2024Updated last year
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆285Aug 20, 2023Updated 2 years ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆521Oct 20, 2024Updated last year
- ☆89Dec 29, 2023Updated 2 years ago
- 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
- ☆328Jul 25, 2024Updated last year
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆149Oct 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 …☆841Mar 17, 2025Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [NAACL'25] RuleR: Improving LLM Controllability by Rule-based Data Recycling☆14Sep 27, 2025Updated 6 months ago
- [ACL'24] Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements☆24Sep 14, 2024Updated last year
- Recipes to train reward model for RLHF.☆1,525Apr 24, 2025Updated 11 months ago
- Project of ACL 2025 "UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models"☆14Mar 25, 2025Updated last year
- Code for Quiet-STaR☆741Aug 21, 2024Updated last year
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"☆319Dec 20, 2023Updated 2 years ago
- NLPBench: Evaluating NLP-Related Problem-solving Ability in Large Language Models☆10Oct 27, 2023Updated 2 years ago
- ☆1,346Nov 21, 2024Updated last year
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆13Aug 8, 2025Updated 8 months 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.
- Scalable toolkit for efficient model alignment☆852Oct 6, 2025Updated 6 months ago
- DSIR large-scale data selection framework for language model training☆272Apr 7, 2024Updated 2 years ago
- O1 Replication Journey☆1,999Jan 14, 2025Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆465Apr 18, 2024Updated last year
- Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation☆91Nov 13, 2024Updated last year
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆698Jan 20, 2025Updated last year
- Tools for merging pretrained large language models.☆6,945Mar 15, 2026Updated 3 weeks ago
- A recipe for online RLHF and online iterative DPO.☆543Dec 28, 2024Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆73Feb 25, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆315Jun 9, 2024Updated last year
- Official repository for ORPO☆475May 31, 2024Updated last year
- Unofficial implementation of AlpaGasus☆95Sep 23, 2023Updated 2 years ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆62Jun 3, 2024Updated last year
- Codebase for Instruction Following without Instruction Tuning☆36Sep 24, 2024Updated last year
- [NIPS2023] RRHF & Wombat☆808Sep 22, 2023Updated 2 years ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆906Sep 30, 2025Updated 6 months ago