catid / doraLinks
Implementation of DoRA
☆294Updated last year
Alternatives and similar repositories for dora
Users that are interested in dora are comparing it to the libraries listed below
Sorting:
- ☆218Updated last year
- LoRA and DoRA from Scratch Implementations☆204Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆238Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆198Updated 11 months ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆396Updated last year
- ☆223Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆456Updated last year
- For releasing code related to compression methods for transformers, accompanying our publications☆431Updated 5 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆505Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated 11 months ago
- ☆264Updated last year
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆356Updated 10 months ago
- ☆198Updated 6 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆421Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆144Updated 9 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆731Updated 8 months ago
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆177Updated 9 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆343Updated 7 months ago
- Official PyTorch implementation of QA-LoRA☆137Updated last year
- X-LoRA: Mixture of LoRA Experts☆229Updated 10 months ago
- ☆190Updated this week
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆356Updated last week
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆411Updated 8 months ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆463Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆617Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆191Updated 10 months ago
- Codebase for Merging Language Models (ICML 2024)☆832Updated last year
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆422Updated last month
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆289Updated last year