NVlabs / DoRA
[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
☆775Updated 7 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)☆348Updated 3 months ago
- Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models☆587Updated 3 weeks ago
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆356Updated 9 months ago
- Implementation of DoRA☆293Updated 11 months ago
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆555Updated 3 months ago
- Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI☆1,087Updated last month
- Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation☆1,743Updated 8 months ago
- Codebase for Merging Language Models (ICML 2024)☆819Updated last year
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆511Updated 6 months ago
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆410Updated 3 weeks ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated last year
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,549Updated 6 months ago
- Muon optimizer: +>30% sample efficiency with <3% wallclock overhead☆611Updated last month
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆409Updated last year
- Next-Token Prediction is All You Need☆2,111Updated last month
- ☆218Updated 10 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆607Updated last year
- When do we not need larger vision models?☆391Updated 3 months ago
- Helpful tools and examples for working with flex-attention☆757Updated this week
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆890Updated 2 months ago
- [ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think☆1,016Updated last month
- This repo contains the code for 1D tokenizer and generator☆857Updated last month
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆720Updated 7 months ago
- Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆1,187Updated 9 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆336Updated 5 months ago
- Anole: An Open, Autoregressive and Native Multimodal Models for Interleaved Image-Text Generation☆758Updated 9 months ago
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆869Updated last week
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆216Updated last week
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆320Updated last year
- Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper☆613Updated last month