GraphPKU / PiSSALinks
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)
☆361Updated 2 weeks ago
Alternatives and similar repositories for PiSSA
Users that are interested in PiSSA are comparing it to the libraries listed below
Sorting:
- ☆202Updated 8 months ago
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆336Updated 2 years ago
- ☆143Updated 11 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆427Updated last year
- ☆219Updated last year
- ☆263Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆147Updated 2 weeks ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆353Updated last year
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆106Updated 4 months ago
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆811Updated 9 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆216Updated 7 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆168Updated 10 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- ☆223Updated last year
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆224Updated 4 months ago
- ☆179Updated last year
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆164Updated 2 weeks ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆463Updated 8 months ago
- ☆193Updated 3 months ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆397Updated last year
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆126Updated 3 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆621Updated last year
- Code accompanying the paper "Massive Activations in Large Language Models"☆169Updated last year
- ☆205Updated 4 months ago
- Codebase for Merging Language Models (ICML 2024)☆842Updated last year
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆465Updated this week
- AnchorAttention: Improved attention for LLMs long-context training☆208Updated 6 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆204Updated 11 months ago
- ☆147Updated 10 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆167Updated last year