Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"
☆21Feb 29, 2024Updated 2 years ago
Alternatives and similar repositories for DoGE
Users that are interested in DoGE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Feb 2, 2026Updated 3 months ago
- Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models☆48Oct 31, 2023Updated 2 years ago
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 2 years 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 9 months ago
- ☆17Mar 23, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Apr 22, 2024Updated 2 years ago
- [MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis☆16Apr 1, 2024Updated 2 years ago
- This work studies imbalanced domain generalization.☆12Dec 26, 2022Updated 3 years ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆352Dec 26, 2023Updated 2 years ago
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆17Sep 2, 2024Updated last year
- [ICLR 2025 Spotlight] Code release for "Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training"☆18Feb 20, 2025Updated last year
- summer school materials☆46Aug 4, 2023Updated 2 years ago
- This repository is the implementation of Deep Dirichlet Process Mixture Models (UAI 2022)☆15May 19, 2022Updated 3 years ago
- code for our paper localized adversarial domain generalization☆15Jun 18, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code related to ’Beyond spectral gap: The role of the topology in decentralized learning‘.☆14Jun 7, 2022Updated 3 years ago
- ☆10Apr 16, 2024Updated 2 years ago
- 浙江大学Beamer模板☆15May 19, 2022Updated 3 years ago
- Source code for paper "On the Pareto Front of Multilingual Neural Machine Translation" @ NeurIPS 2023☆17Sep 27, 2023Updated 2 years ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆24Jan 14, 2025Updated last year
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆18Dec 17, 2025Updated 4 months ago
- [ICML 2019] The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects☆15Apr 12, 2020Updated 6 years ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- ☆18Feb 20, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆14May 4, 2024Updated 2 years ago
- ☆12Nov 5, 2024Updated last year
- Code release for the paper Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning☆30Jul 13, 2022Updated 3 years ago
- Robust Cross-lingual Embeddings from Parallel Sentences☆22Jun 27, 2020Updated 5 years ago
- ☆21Oct 13, 2024Updated last year
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆22May 28, 2024Updated last year
- ☆53Jan 24, 2024Updated 2 years ago
- [NeurIPS 2024] VeLoRA : Memory Efficient Training using Rank-1 Sub-Token Projections☆21Oct 15, 2024Updated last year
- This repository presents the original implementation of Pretraining Data Detection for Large Language Models: A Divergence-based Calibrat…☆23May 21, 2025Updated 11 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.
- Code for UAI 2019 paper "Domain Generalization via Multidomain Discriminant Analysis"☆14Aug 28, 2019Updated 6 years ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆202Dec 8, 2025Updated 5 months ago
- ☆15Oct 4, 2024Updated last year
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- This is the repository for our EMNLP 2022 paper "The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains".☆10Jun 2, 2023Updated 2 years ago
- [ ICLR 2025 ] Making LLMs More Effective with Hierarchical Mixture of LoRA Experts☆31Oct 9, 2025Updated 7 months ago
- Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021☆30Sep 25, 2021Updated 4 years ago