[ICML 2026] Memory-Efficient LLM Pretraining via Minimalist Optimizer Design
☆24May 26, 2026Updated 4 months ago
Alternatives and similar repositories for Minimalist_LLM_Pretraining
Users that are interested in Minimalist_LLM_Pretraining are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14May 4, 2026Updated 5 months ago
- Grams: Gradient Descent with Adaptive Momentum Scaling (ICLR 2025 Workshop)☆17Mar 6, 2025Updated last year
- ☆70Aug 28, 2026Updated last month
- Benchmarking Optimizers for LLM Pretraining☆61May 3, 2026Updated 5 months ago
- SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)☆39Nov 1, 2024Updated 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.
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 3 years ago
- [NeurIPS 2023] Code release for "Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity"☆19Oct 19, 2023Updated 2 years ago
- This repo contains papers, books, tutorials and resources on Riemannian optimization.☆66Sep 11, 2026Updated 3 weeks ago
- Implementation of Multiscreen proposed by Ken Nakanishi for "Screening is Enough"☆19May 13, 2026Updated 4 months ago
- ☆16Jul 9, 2026Updated 3 months ago
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆36Mar 29, 2023Updated 3 years ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆76Mar 20, 2024Updated 2 years ago
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆130Jul 6, 2025Updated last year
- LoopFormer is an elastic-depth looped Transformer trained on variable-length trajectories, using time/step-size conditioning and a shortc…☆48Mar 28, 2026Updated 6 months ago
- 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.
- ☆14Mar 2, 2025Updated last year
- [ICLR 2023] Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation☆12Jul 31, 2023Updated 3 years ago
- Multimodal emotion recognition system of attention based vision network + audio network☆14Jul 21, 2020Updated 6 years ago
- Official repo for "SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization"☆29Mar 24, 2026Updated 6 months ago
- An awesome list that curates the best Flet tools, tutorials, blogs and more.☆10Jan 8, 2023Updated 3 years ago
- Explorations into the proposed SDFT, Self-Distillation Enables Continual Learning, from Shenfeld et al. of MIT☆33Feb 6, 2026Updated 8 months ago
- Spectral Sphere Optimizer☆133Mar 23, 2026Updated 6 months ago
- An extention to the GaLore paper, to perform Natural Gradient Descent in low rank subspace☆19Oct 21, 2024Updated last year
- ☆10Jun 19, 2023Updated 3 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.
- ☆283Dec 2, 2024Updated last year
- Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization (IEEE TPAMI 2021)☆17Jun 4, 2021Updated 5 years ago
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆34Jul 1, 2025Updated last year
- Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)☆16Nov 22, 2022Updated 3 years ago
- ☆15Oct 4, 2024Updated 2 years ago
- Defeasible Natural Language Inference☆14Dec 4, 2020Updated 5 years ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- Communication-efficient decentralized SGD (Pytorch)☆23Mar 17, 2020Updated 6 years ago
- CIFAR10 ResNets implemented in JAX+Flax☆12Apr 6, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Source code for the paper "Do Deep Neural Network Solutions form a Star Domain?"☆11May 26, 2024Updated 2 years ago
- nanoGPT using Equinox☆15Mar 3, 2023Updated 3 years ago
- [CVPR 2025] LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs☆15Jun 20, 2025Updated last year
- [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…☆76Oct 9, 2024Updated 2 years ago
- The official PyTorch implementation of the paper "MLAE: Masked LoRA Experts for Visual Parameter-Efficient Fine-Tuning"☆29Dec 3, 2024Updated last year
- ☆19Jan 4, 2024Updated 2 years ago
- ☆15Sep 24, 2023Updated 3 years ago