AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).
☆394Jun 1, 2023Updated 3 years ago
Alternatives and similar repositories for AdaLoRA
Users that are interested in AdaLoRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆87Mar 5, 2024Updated 2 years ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆429Jun 30, 2025Updated last year
- ☆235Jun 24, 2024Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆474Apr 21, 2024Updated 2 years ago
- ☆219Nov 25, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆36Aug 23, 2023Updated 2 years ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆122Apr 28, 2024Updated 2 years ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,686Dec 17, 2024Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆671Jul 22, 2024Updated 2 years ago
- ☆210Jul 13, 2024Updated 2 years ago
- ☆99Jun 4, 2024Updated 2 years ago
- This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).☆45Oct 17, 2022Updated 3 years ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Dec 4, 2022Updated 3 years ago
- ☆234Jun 11, 2024Updated 2 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.
- [ICLR 2025] RaSA: Rank-Sharing Low-Rank Adaptation☆10May 19, 2025Updated last year
- ☆10Apr 16, 2024Updated 2 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,450Updated this week
- Structured Pruning Adapters in PyTorch☆19Aug 30, 2023Updated 2 years ago
- Awesome-Low-Rank-Adaptation☆133Oct 13, 2024Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆182Jan 29, 2026Updated 5 months ago
- ☆32Dec 17, 2025Updated 7 months ago
- Official code for our CVPR'22 paper “Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space”☆251Aug 24, 2025Updated 11 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆405Apr 29, 2024Updated 2 years ago
- 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.
- [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
- ☆154Sep 9, 2024Updated last year
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆33Jul 21, 2023Updated 3 years ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- ☆35Feb 10, 2025Updated last year
- ☆12Jun 2, 2023Updated 3 years ago
- The repo for HiRA paper☆38Jan 9, 2026Updated 6 months ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,698Oct 28, 2024Updated last year
- ☆126Jul 6, 2024Updated 2 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.
- [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.☆77Sep 24, 2023Updated 2 years ago
- [ACL 2024 Findings] Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning☆13Sep 2, 2024Updated last year
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆40Feb 27, 2024Updated 2 years ago
- [NeurIPS2023] Parameter-efficient Tuning of Large-scale Multimodal Foundation Model☆90Nov 28, 2023Updated 2 years ago
- [SIGIR'24] The official implementation code of MOELoRA.☆193Jul 22, 2024Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,968Jun 10, 2024Updated 2 years ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Feb 28, 2023Updated 3 years ago