abaheti95 / LoL-RLLinks
Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients
☆26Updated 9 months ago
Alternatives and similar repositories for LoL-RL
Users that are interested in LoL-RL are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning via Regressing Relative Rewards☆34Updated 6 months ago
- Self-Supervised Alignment with Mutual Information☆19Updated last year
- Repository for Skill Set Optimization☆13Updated 11 months ago
- ☆16Updated 7 months ago
- Code for LaMPP: Language Models as Probabilistic Priors for Perception and Action☆37Updated 2 years ago
- implementation of dualformer☆17Updated 3 months ago
- ☆17Updated 3 months ago
- Dateset Reset Policy Optimization☆30Updated last year
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆29Updated last year
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆43Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 2 months ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Updated last year
- ☆27Updated 2 years ago
- Q-Probe: A Lightweight Approach to Reward Maximization for Language Models☆41Updated last year
- ☆32Updated 5 months ago
- Rewarded soups official implementation☆58Updated last year
- ☆20Updated 11 months ago
- Official PyTorch Implementation of the Longhorn Deep State Space Model☆51Updated 6 months ago
- The repository contains code for Adaptive Data Optimization☆25Updated 6 months ago
- A testbed for agents and environments that can automatically improve models through data generation.☆24Updated 3 months ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Updated last year
- [ICLR 2025] "Training LMs on Synthetic Edit Sequences Improves Code Synthesis" (Piterbarg, Pinto, Fergus)☆19Updated 4 months ago
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Updated last year
- ☆95Updated 11 months ago
- Directional Preference Alignment☆57Updated 9 months ago
- ☆31Updated 8 months ago
- Official Code Repository for EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents (COLM 2024)☆34Updated 11 months ago
- SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters (ICLR 2025)☆13Updated 2 months ago
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated 11 months ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆28Updated last year