Clin0212 / HydraLoRALinks
[NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
☆233Updated last year
Alternatives and similar repositories for HydraLoRA
Users that are interested in HydraLoRA are comparing it to the libraries listed below
Sorting:
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆161Updated 5 months ago
- ☆124Updated last year
- Awesome-Low-Rank-Adaptation☆123Updated last year
- ☆168Updated last year
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆197Updated last year
- ☆151Updated last year
- ☆215Updated last week
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆85Updated last year
- One-shot Entropy Minimization☆187Updated 5 months ago
- Awesome Low-Rank Adaptation☆55Updated 3 months ago
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆145Updated 4 months ago
- ☆59Updated last year
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆127Updated 8 months ago
- ☆192Updated last year
- [TMLR 2025] Efficient Reasoning Models: A Survey☆280Updated last month
- Paper List of Inference/Test Time Scaling/Computing☆326Updated 3 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆386Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆72Updated 9 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆136Updated 7 months ago
- ☆27Updated last year
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆373Updated last month
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆361Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆97Updated last year
- A curated list of Model Merging methods.☆92Updated last year
- [TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".☆457Updated 4 months ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆399Updated 5 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆87Updated 9 months ago
- ☆54Updated last year
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆612Updated this week
- Survey on Data-centric Large Language Models☆88Updated last year