[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
☆958Mar 24, 2026Updated 3 weeks ago
Alternatives and similar repositories for DoRA
Users that are interested in DoRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆419Jun 30, 2025Updated 9 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Apr 28, 2024Updated last year
- ☆232Jun 24, 2024Updated last year
- ☆220Nov 25, 2025Updated 4 months ago
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆361Aug 7, 2024Updated 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.
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆374Jun 1, 2023Updated 2 years ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,683Oct 28, 2024Updated last year
- Implementation of DoRA☆307Jun 7, 2024Updated last year
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,929Updated this week
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,231Mar 10, 2024Updated 2 years ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆237Dec 3, 2024Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆85Mar 5, 2024Updated 2 years ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,411Dec 17, 2024Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆39Sep 24, 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.
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆65Apr 15, 2024Updated 2 years ago
- source code for paper "Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models"☆35Jun 20, 2024Updated last year
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,564Mar 5, 2026Updated last month
- Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models☆49Nov 5, 2024Updated last year
- Fast and memory-efficient exact attention☆23,344Updated this week
- ☆153Sep 9, 2024Updated last year
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆39Jan 9, 2025Updated last year
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆948Feb 16, 2025Updated last year
- ☆35Feb 10, 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.
- Mamba SSM architecture☆17,902Apr 7, 2026Updated last week
- 🚀 Efficient implementations for emerging model architectures☆4,878Updated this week
- Official PyTorch implementation for "Large Language Diffusion Models"☆3,713Nov 12, 2025Updated 5 months ago
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆336Nov 26, 2025Updated 4 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,498Jul 17, 2025Updated 8 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆403Apr 29, 2024Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,907Jan 21, 2024Updated 2 years ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆384Nov 20, 2025Updated 4 months ago
- PyTorch native post-training library☆5,728Updated this week
- 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.
- A family of compressed models obtained via pruning and knowledge distillation☆376Nov 6, 2025Updated 5 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆418Aug 13, 2024Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆336Jul 2, 2024Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆535Feb 10, 2025Updated last year
- [ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think☆1,601Mar 16, 2025Updated last year
- NeurIPS 2025 Spotlight; ICLR2024 Spotlight; CVPR 2024; EMNLP 2024☆1,832Nov 27, 2025Updated 4 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,722Jun 25, 2024Updated last year