kongds / MoRALinks
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
☆357Updated 11 months ago
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…☆366Updated last year
- ☆219Updated last year
- A family of compressed models obtained via pruning and knowledge distillation☆344Updated 8 months ago
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆290Updated last year
- Implementation of DoRA☆296Updated last year
- X-LoRA: Mixture of LoRA Experts☆231Updated 11 months ago
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆811Updated 9 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆240Updated last year
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆357Updated 10 months ago
- Official repository for ORPO☆457Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆427Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆198Updated 11 months ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆361Updated 2 weeks ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆224Updated 4 months ago
- Official PyTorch implementation of QA-LoRA☆138Updated last year
- ☆223Updated last year
- LongRoPE is a novel method that can extends the context window of pre-trained LLMs to an impressive 2048k tokens.☆232Updated 10 months ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆458Updated last year
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆427Updated 2 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆144Updated 9 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆222Updated 2 months ago
- For releasing code related to compression methods for transformers, accompanying our publications☆433Updated 5 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆158Updated 3 months ago
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆174Updated 3 months ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated last year
- ☆263Updated last year
- FuseAI Project☆578Updated 5 months ago
- [ECCV 2024] Official PyTorch implementation code for realizing the technical part of Mixture of All Intelligence (MoAI) to improve perfor…☆323Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆132Updated last year