Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793
☆460May 13, 2025Updated last year
Alternatives and similar repositories for Adam-mini
Users that are interested in Adam-mini are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆70Aug 28, 2026Updated last month
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆206Jul 17, 2024Updated 2 years ago
- ☆281Dec 2, 2024Updated last year
- Muon is an optimizer for hidden layers in neural networks☆2,858May 24, 2026Updated 4 months ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,702Oct 28, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Schedule-Free Optimization in PyTorch☆2,322Jul 28, 2026Updated 2 months ago
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆1,000Jan 30, 2024Updated 2 years ago
- [NeurIPS 2024] BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models☆292Mar 15, 2025Updated last year
- ☆618Sep 11, 2026Updated 2 weeks ago
- A fork of the PEFT library, supporting Robust Adaptation (RoSA)☆15Aug 16, 2024Updated 2 years ago
- GoldFinch and other hybrid transformer components☆46Jul 20, 2024Updated 2 years ago
- ☆93Aug 18, 2024Updated 2 years ago
- [ICLR 2026] When it comes to optimizers, it's always better to be safe than sorry☆421Sep 26, 2025Updated last year
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆94Oct 30, 2024Updated last year
- 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.
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆167Apr 13, 2025Updated last year
- ☆19Oct 30, 2025Updated 10 months ago
- Muon is Scalable for LLM Training☆1,547Aug 3, 2025Updated last year
- A PyTorch native platform for training generative AI models☆5,771Updated this week
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆431Jun 30, 2025Updated last year
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆201Dec 16, 2023Updated 2 years ago
- ☆135Aug 19, 2024Updated 2 years ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆267Aug 9, 2025Updated last year
- Triton-based implementation of Sparse Mixture of Experts.☆279Oct 3, 2025Updated 11 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.
- Official implementation of Half-Quadratic Quantization (HQQ)☆960Feb 26, 2026Updated 7 months ago
- ☆69Mar 21, 2025Updated last year
- ☆28Jul 2, 2026Updated 2 months ago
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,205Jul 9, 2026Updated 2 months ago
- [WIP] Transformer to embed Danbooru labelsets☆13Mar 31, 2024Updated 2 years ago
- Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?☆120Oct 21, 2024Updated last year
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆150Apr 8, 2025Updated last year
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Oct 30, 2025Updated 10 months ago
- APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention☆365Nov 29, 2025Updated 10 months 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.
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆263Jun 15, 2025Updated last year
- Minimalistic large language model 3D-parallelism training☆2,826Updated this week
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,174Jan 11, 2024Updated 2 years ago
- Stick-breaking attention☆64Jul 1, 2025Updated last year
- ☆18Mar 18, 2024Updated 2 years ago
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆596Feb 11, 2025Updated last year
- Efficient Triton Kernels for LLM Training☆6,635Updated this week