catid / doraLinks
Implementation of DoRA
☆294Updated 11 months ago
Alternatives and similar repositories for dora
Users that are interested in dora are comparing it to the libraries listed below
Sorting:
- ☆219Updated 11 months ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆454Updated last year
- Official PyTorch implementation of QA-LoRA☆135Updated last year
- LoRA and DoRA from Scratch Implementations☆203Updated last year
- ☆258Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆143Updated 8 months ago
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆355Updated 9 months ago
- ☆222Updated 11 months ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆386Updated 10 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆151Updated last year
- Codebase for Merging Language Models (ICML 2024)☆824Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆236Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆417Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆396Updated last year
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆288Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆635Updated 10 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆199Updated 10 months ago
- X-LoRA: Mixture of LoRA Experts☆226Updated 10 months ago
- ☆197Updated 5 months ago
- Multipack distributed sampler for fast padding-free training of LLMs☆188Updated 9 months ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆410Updated 7 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆501Updated last year
- The official evaluation suite and dynamic data release for MixEval.☆241Updated 6 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆202Updated last year
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆237Updated 4 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆160Updated 11 months ago
- ☆190Updated this week
- ☆179Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆461Updated last year