YuanheZ / LoRA-OneLinks
LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently (ICML2025 Oral)
☆27Updated last month
Alternatives and similar repositories for LoRA-One
Users that are interested in LoRA-One are comparing it to the libraries listed below
Sorting:
- dParallel: Learnable Parallel Decoding for dLLMs☆44Updated 2 months ago
- [NeurIPS'25] dKV-Cache: The Cache for Diffusion Language Models☆123Updated 6 months ago
- Data distillation benchmark☆71Updated 6 months ago
- [NeurIPS 2025] ScaleKV: Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression☆51Updated last month
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆143Updated 5 months ago
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆63Updated 2 months ago
- Codes for Merging Large Language Models☆34Updated last year
- ICLR 2025☆30Updated 6 months ago
- [arXiv:2508.00410] "Co-rewarding: Stable Self-supervised RL for Eliciting Reasoning in Large Language Models"☆30Updated 2 months ago
- This repository is the implementation of the paper Training Free Pretrained Model Merging (CVPR2024).☆32Updated last year
- ☆61Updated 11 months ago
- Official implementation of ICLR 2025 'LORO: Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization'☆15Updated 7 months ago
- [ICML 2025] This is the official PyTorch implementation of "ZipAR: Accelerating Auto-regressive Image Generation through Spatial Locality…☆53Updated 8 months ago
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆27Updated 4 months ago
- [NeurIPS'25] The official code implementation for paper "R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Tok…☆65Updated last week
- Official implementation of "Diffusion Language Models Know the Answer Before Decoding"☆42Updated 3 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 8 months ago
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆85Updated last year
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆50Updated last year
- Official PyTorch implementation and models for paper "Diffusion Beats Autoregressive in Data-Constrained Settings". We find diffusion mod…☆113Updated last month
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆162Updated 5 months ago
- toy reproduction of Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts☆26Updated last year
- Remasking Discrete Diffusion Models with Inference-Time Scaling☆59Updated 9 months ago
- AdaSplash: Adaptive Sparse Flash Attention (aka Flash Entmax Attention)☆30Updated 2 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆36Updated last year
- ☆15Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆86Updated 2 months ago
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆22Updated 2 months ago
- Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation, ICML 2024☆22Updated last year