nikhil-ghosh-berkeley / loraplusLinks
☆218Updated last year
Alternatives and similar repositories for loraplus
Users that are interested in loraplus are comparing it to the libraries listed below
Sorting:
- Implementation of DoRA☆294Updated last year
- ☆183Updated last year
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆356Updated last week
- 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
- ☆264Updated last year
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆177Updated 9 months ago
- ☆223Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated last year
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆356Updated 10 months ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆456Updated last year
- Code accompanying the paper "Massive Activations in Large Language Models"☆163Updated last year
- ☆198Updated 6 months ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆396Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆198Updated 11 months ago
- LoRA and DoRA from Scratch Implementations☆204Updated last year
- Official PyTorch implementation of QA-LoRA☆137Updated last year
- Code for Zero-Shot Tokenizer Transfer☆131Updated 5 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆238Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆191Updated 10 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆203Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆129Updated last year
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆175Updated this week
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆173Updated 2 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆155Updated last year
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆203Updated last month
- Efficient Infinite Context Transformers with Infini-attention Pytorch Implementation + QwenMoE Implementation + Training Script + 1M cont…☆83Updated last year
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆411Updated 8 months ago
- ☆180Updated 2 months ago
- ☆126Updated last year