NVlabs / DoRA
[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
☆766Updated 6 months ago
Alternatives and similar repositories for DoRA:
Users that are interested in DoRA are comparing it to the libraries listed below
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆347Updated 2 months ago
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆355Updated 8 months ago
- Implementation of DoRA☆293Updated 10 months ago
- Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models☆536Updated last week
- Codebase for Merging Language Models (ICML 2024)☆816Updated 11 months ago
- ☆216Updated 9 months ago
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆548Updated 2 months ago
- Anole: An Open, Autoregressive and Native Multimodal Models for Interleaved Image-Text Generation☆750Updated 8 months ago
- Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI☆1,061Updated last month
- Muon optimizer: +>30% sample efficiency with <3% wallclock overhead☆575Updated 3 weeks ago
- Next-Token Prediction is All You Need☆2,090Updated last month
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆873Updated 2 months ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,542Updated 5 months ago
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆319Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆407Updated last year
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆405Updated last week
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated 11 months ago
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.☆1,183Updated this week
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆598Updated last year
- A fork to add multimodal model training to open-r1☆1,212Updated 2 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆715Updated 6 months ago
- Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper☆593Updated 3 weeks ago
- Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation☆1,708Updated 8 months ago
- This repo contains the code for 1D tokenizer and generator☆832Updated last month
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆367Updated last week
- Helpful tools and examples for working with flex-attention☆726Updated last week
- SEED-Voken: A Series of Powerful Visual Tokenizers☆865Updated 2 months ago
- Large Reasoning Models☆802Updated 4 months ago
- When do we not need larger vision models?☆387Updated 2 months ago
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆413Updated 3 months ago