Outsider565 / LoRA-GALinks
☆202Updated 8 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:
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆147Updated 3 weeks ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆361Updated 2 weeks ago
- ☆143Updated 11 months ago
- ☆179Updated last year
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆336Updated 2 years ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆353Updated last year
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆216Updated 7 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆126Updated 3 months ago
- ☆193Updated 3 months ago
- ☆108Updated last year
- ☆147Updated 10 months ago
- [SIGIR'24] The official implementation code of MOELoRA.☆169Updated 11 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆106Updated 4 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆168Updated 10 months ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆164Updated 2 weeks ago
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆116Updated last week
- Efficient Mixture of Experts for LLM Paper List☆79Updated 7 months ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆31Updated last year
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆86Updated 7 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆76Updated 5 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆124Updated 8 months ago
- ☆205Updated 4 months ago
- A curated list of Model Merging methods.☆92Updated 10 months ago
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆79Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆151Updated 5 months ago
- ☆195Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆155Updated last year
- [ICML 2025] Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization☆75Updated last month
- ☆90Updated 2 months ago