[ICML 2026] Memory-Efficient LLM Pretraining via Minimalist Optimizer Design
☆23May 26, 2026Updated 3 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 3 months ago
- Grams: Gradient Descent with Adaptive Momentum Scaling (ICLR 2025 Workshop)☆17Mar 6, 2025Updated last year
- ☆70Updated this week
- Benchmarking Optimizers for LLM Pretraining☆60May 3, 2026Updated 3 months ago
- SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)☆39Nov 1, 2024Updated 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.
- 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.☆65Mar 18, 2026Updated 5 months ago
- Implementation of Multiscreen proposed by Ken Nakanishi for "Screening is Enough"☆18May 13, 2026Updated 3 months ago
- ☆16Jul 9, 2026Updated last month
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆128Jul 6, 2025Updated last year
- ☆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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official repo for "SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization"☆29Mar 24, 2026Updated 5 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 6 months ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- Spectral Sphere Optimizer☆132Mar 23, 2026Updated 5 months ago
- ☆14May 9, 2024Updated 2 years ago
- ☆10Jun 19, 2023Updated 3 years ago
- mHC-lite: You Don’t Need 20 Sinkhorn-Knopp Iterations☆93Jan 12, 2026Updated 7 months ago
- Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization (IEEE TPAMI 2021)☆17Jun 4, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆33Jul 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 last year
- Defeasible Natural Language Inference☆14Dec 4, 2020Updated 5 years ago
- Code implementation for paper "On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals".☆17Dec 15, 2021Updated 4 years ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- P4Control: Line-Rate Cross-Host Attack Prevention via In-Network Information Flow Control Enabled by Programmable Switches and eBPF☆11May 20, 2024Updated 2 years ago
- CIFAR10 ResNets implemented in JAX+Flax☆12Apr 6, 2022Updated 4 years ago
- nanoGPT using Equinox☆15Mar 3, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"☆14Feb 11, 2025Updated last year
- [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…☆75Oct 9, 2024Updated last year
- 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 2 years ago
- [ICML 2025] Code for "R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts"☆19Mar 10, 2025Updated last year
- [NeurIPS 2024 D&B Track] DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation☆14Mar 5, 2025Updated last year