catid / doraLinks
Implementation of DoRA
☆301Updated last year
Alternatives and similar repositories for dora
Users that are interested in dora are comparing it to the libraries listed below
Sorting:
- ☆227Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆148Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆463Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated last year
- LoRA and DoRA from Scratch Implementations☆212Updated last year
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆158Updated last year
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆178Updated last year
- ☆196Updated last month
- 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.☆201Updated last year
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆291Updated last year
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆359Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆248Updated last year
- ☆230Updated last year
- ☆202Updated 10 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆206Updated last year
- ☆270Updated last year
- A family of compressed models obtained via pruning and knowledge distillation☆352Updated 10 months ago
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆437Updated 4 months ago
- X-LoRA: Mixture of LoRA Experts☆244Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆103Updated 2 years ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆172Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆434Updated last year
- [ACL 2024] Progressive LLaMA with Block Expansion.☆510Updated last year
- Official PyTorch implementation of QA-LoRA☆141Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆201Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆137Updated 2 years ago
- Codebase for Merging Language Models (ICML 2024)☆850Updated last year
- Pre-training code for Amber 7B LLM☆168Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆161Updated 5 months ago