YuanheZ / LoRA-OneLinks
LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently (ICML2025 Oral)
☆28Updated 2 months ago
Alternatives and similar repositories for LoRA-One
Users that are interested in LoRA-One are comparing it to the libraries listed below
Sorting:
- [NeurIPS'25] dKV-Cache: The Cache for Diffusion Language Models☆128Updated 7 months ago
- dParallel: Learnable Parallel Decoding for dLLMs☆53Updated 2 months ago
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆164Updated 6 months ago
- Data distillation benchmark☆71Updated 6 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆142Updated 9 months ago
- ICLR 2025☆30Updated 7 months ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆50Updated last year
- ☆23Updated last year
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆27Updated 5 months ago
- Codes for Merging Large Language Models☆35Updated last year
- ☆109Updated 3 months ago
- Official PyTorch implementation of the paper "Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Princ…☆37Updated 5 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆151Updated 6 months ago
- ☆26Updated last month
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Updated last year
- ☆62Updated last year
- The loss landscape of Large Language Models resemble basin!☆35Updated 6 months ago
- [NeurIPS'25] The official code implementation for paper "R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Tok…☆72Updated this week
- [NeurIPS '25] Multi-Token Prediction Needs Registers☆26Updated 3 weeks ago
- toy reproduction of Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts☆27Updated last year
- [AAAI26] LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs☆50Updated last month
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆83Updated last year
- ☆152Updated last year
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆40Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆98Updated last year
- A Sober Look at Language Model Reasoning☆92Updated last month
- ☆15Updated last year
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆29Updated last year
- ☆10Updated last year