GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
☆1,698Oct 28, 2024Updated last year
Alternatives and similar repositories for GaLore
Users that are interested in GaLore are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆205Jul 17, 2024Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆474Apr 21, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆7,190Jun 17, 2026Updated 2 weeks ago
- Efficient Triton Kernels for LLM Training☆6,476Updated this week
- Training LLMs with QLoRA + FSDP☆1,549Nov 9, 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.
- Official implementation of Half-Quadratic Quantization (HQQ)☆947Feb 26, 2026Updated 4 months ago
- This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.☆108Jul 1, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,305Updated this week
- Minimalistic large language model 3D-parallelism training☆2,737May 26, 2026Updated last month
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆458May 13, 2025Updated last year
- Robust recipes to align language models with human and AI preferences☆5,623May 26, 2026Updated last month
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,168Jan 11, 2024Updated 2 years ago
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆33Jul 1, 2025Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,339Mar 6, 2025Updated 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.
- Fast and memory-efficient exact attention☆24,304Updated this week
- ☆219Nov 25, 2025Updated 7 months ago
- LOMO: LOw-Memory Optimization☆994Jul 2, 2024Updated 2 years ago
- Schedule-Free Optimization in PyTorch☆2,310Jun 18, 2026Updated 2 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,578Jul 17, 2025Updated 11 months ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,690Aug 14, 2024Updated last year
- Reaching LLaMA2 Performance with 0.1M Dollars☆985Jul 23, 2024Updated last year
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,692Mar 8, 2024Updated 2 years ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆427Jun 30, 2025Updated last year
- 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.
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆1,003Jan 30, 2024Updated 2 years ago
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,571Mar 5, 2026Updated 4 months ago
- PyTorch native post-training library☆5,777Jun 26, 2026Updated last week
- Go ahead and axolotl questions☆12,121Updated this week
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Oct 30, 2025Updated 8 months ago
- Official repository of Evolutionary Optimization of Model Merging Recipes☆1,432Nov 29, 2024Updated last year
- 🚀 Efficient implementations for emerging model architectures☆5,279Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,940Jun 10, 2024Updated 2 years ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,999May 3, 2024Updated 2 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.
- YaRN: Efficient Context Window Extension of Large Language Models☆1,735Apr 17, 2024Updated 2 years ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,239Jul 11, 2024Updated last year
- Mamba SSM architecture☆18,534Jun 15, 2026Updated 2 weeks ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,917Jan 21, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,751Jun 25, 2024Updated 2 years ago
- AllenAI's post-training codebase☆3,775Jun 27, 2026Updated last week
- Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…☆1,322Feb 26, 2026Updated 4 months ago