Outsider565 / LoRA-GALinks
☆210Updated 11 months ago
Alternatives and similar repositories for LoRA-GA
Users that are interested in LoRA-GA are comparing it to the libraries listed below
Sorting:
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆385Updated 3 months ago
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆154Updated 3 months ago
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆352Updated 2 years ago
- ☆159Updated last year
- ☆186Updated last year
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆377Updated last year
- ☆117Updated last year
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆222Updated 10 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆132Updated 6 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆120Updated 7 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆189Updated last year
- [Preprint] On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification.☆464Updated 2 weeks ago
- ☆147Updated last year
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆136Updated 3 months ago
- ☆203Updated 5 months ago
- One-shot Entropy Minimization☆185Updated 3 months ago
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆83Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆182Updated 3 months ago
- [SIGIR'24] The official implementation code of MOELoRA.☆182Updated last year
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆89Updated 10 months ago
- ☆54Updated 10 months ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆35Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 7 months ago
- ☆59Updated 9 months ago
- ☆28Updated last year
- ☆101Updated 3 weeks ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- ☆211Updated 7 months ago
- Inference Code for Paper "Harder Tasks Need More Experts: Dynamic Routing in MoE Models"☆63Updated last year
- Rectified Rotary Position Embeddings☆381Updated last year