kongds / MoRALinks
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
☆362Updated last year
Alternatives and similar repositories for MoRA
Users that are interested in MoRA are comparing it to the libraries listed below
Sorting:
- Unofficial PyTorch/🤗Transformers(Gemma/Llama3) implementation of Leave No Context Behind: Efficient Infinite Context Transformers with I…☆376Updated last year
- ☆231Updated last year
- Implementation of DoRA☆306Updated last year
- X-LoRA: Mixture of LoRA Experts☆263Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆473Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆931Updated last year
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆294Updated last year
- A family of compressed models obtained via pruning and knowledge distillation☆364Updated 3 months ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆250Updated 10 months ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆409Updated 7 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆261Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆201Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆147Updated last year
- ☆235Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆459Updated last year
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆366Updated last year
- Official repository for ORPO☆469Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆163Updated 9 months ago
- Official PyTorch implementation of QA-LoRA☆145Updated last year
- ☆203Updated last year
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆452Updated 8 months ago
- LongRoPE is a novel method that can extends the context window of pre-trained LLMs to an impressive 2048k tokens.☆278Updated 3 months ago
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆179Updated last year
- Efficient Infinite Context Transformers with Infini-attention Pytorch Implementation + QwenMoE Implementation + Training Script + 1M cont…☆86Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆144Updated 2 years ago
- Official repo for "Make Your LLM Fully Utilize the Context"☆263Updated last year
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆188Updated 2 months ago
- LoRA and DoRA from Scratch Implementations☆215Updated last year
- ☆273Updated 2 years ago