[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
☆975Mar 24, 2026Updated 2 months 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)☆426Jun 30, 2025Updated 11 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆122Apr 28, 2024Updated 2 years ago
- ☆233Jun 24, 2024Updated last year
- ☆219Nov 25, 2025Updated 6 months ago
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆362Aug 7, 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.
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆388Jun 1, 2023Updated 3 years ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,695Oct 28, 2024Updated last year
- Implementation of DoRA☆310Jun 7, 2024Updated 2 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,258Updated this week
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,232Mar 10, 2024Updated 2 years ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆239Dec 3, 2024Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆86Mar 5, 2024Updated 2 years ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,590Dec 17, 2024Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆40Sep 24, 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.
- [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"☆38Jun 20, 2024Updated last year
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,569Mar 5, 2026Updated 3 months ago
- Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models☆49Nov 5, 2024Updated last year
- ☆154Sep 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
- Fast and memory-efficient exact attention☆24,111Updated this week
- ☆35Feb 10, 2025Updated last year
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆953Feb 16, 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.
- 🚀 Efficient implementations for emerging model architectures☆5,206Jun 6, 2026Updated last week
- Mamba SSM architecture☆18,429Updated this week
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆341Apr 10, 2026Updated 2 months ago
- Official PyTorch implementation for "Large Language Diffusion Models"☆3,821Nov 12, 2025Updated 7 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,556Jul 17, 2025Updated 10 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆403Apr 29, 2024Updated 2 years ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,912Jan 21, 2024Updated 2 years ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆405Nov 20, 2025Updated 6 months ago
- PyTorch native post-training library☆5,768Jun 7, 2026Updated last week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A family of compressed models obtained via pruning and knowledge distillation☆380Nov 6, 2025Updated 7 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆427Aug 13, 2024Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆341Jul 2, 2024Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆541Feb 10, 2025Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,748Jun 25, 2024Updated last year
- Official repository for "AM-RADIO: Reduce All Domains Into One"☆1,857May 29, 2026Updated 2 weeks ago
- [ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think☆1,640Mar 16, 2025Updated last year