tengxiao1 / SimPERLinks
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters (ICLR 2025)
โ15Updated 3 months ago
Alternatives and similar repositories for SimPER
Users that are interested in SimPER are comparing it to the libraries listed below
Sorting:
- [๐๐๐๐๐ ๐ ๐ข๐ง๐๐ข๐ง๐ ๐ฌ ๐๐๐๐ & ๐๐๐ ๐๐๐๐ ๐๐๐๐๐ ๐๐ซ๐๐ฅ] ๐๐ฏ๐ฉ๐ข๐ฏ๐ค๐ช๐ฏ๐จ ๐๐ข๐ต๐ฉ๐ฆ๐ฎ๐ข๐ต๐ช๐ค๐ข๐ญ ๐๐ฆ๐ข๐ด๐ฐ๐ฏ๐ช๐ฏโฆโ51Updated last year
- โ46Updated last year
- Directional Preference Alignmentโ58Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervisionโ125Updated last year
- Self-Supervised Alignment with Mutual Informationโ20Updated last year
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Mergingโ113Updated 2 years ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or reโฆโ37Updated last year
- Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)โ48Updated 7 months ago
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversityโ47Updated last year
- Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)โ70Updated last year
- Rewarded soups official implementationโ62Updated 2 years ago
- Code for "Reasoning to Learn from Latent Thoughts"โ123Updated 8 months ago
- โ17Updated last year
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"โ31Updated last year
- โ27Updated last year
- โ14Updated 5 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"โ105Updated 2 months ago
- โ52Updated 8 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewardsโ45Updated 7 months ago
- GenRM-CoT: Data release for verification rationalesโ66Updated last year
- โ69Updated last year
- Learning adapter weights from task descriptionsโ19Updated 2 years ago
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Modelsโ68Updated 9 months ago
- โ103Updated 2 years ago
- โ33Updated last year
- โ106Updated last year
- โ59Updated 6 months ago
- โ32Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"โ182Updated 6 months ago
- Exploring the Limitations of Large Language Models on Multi-Hop Queriesโ29Updated 9 months ago