nbasyl / DoRA
Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"
☆123Updated 10 months ago
Alternatives and similar repositories for DoRA:
Users that are interested in DoRA are comparing it to the libraries listed below
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆141Updated 6 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆74Updated 9 months ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆150Updated last year
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆205Updated 3 weeks ago
- AnchorAttention: Improved attention for LLMs long-context training☆206Updated 2 months ago
- ☆76Updated 2 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆150Updated 3 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆154Updated 9 months ago
- Low-bit optimizers for PyTorch☆125Updated last year
- ☆182Updated 5 months ago
- ☆220Updated 9 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆119Updated 10 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆66Updated 5 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆80Updated 5 months ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆334Updated last month
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆85Updated 10 months ago
- [NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"☆132Updated 2 weeks ago
- ☆212Updated 9 months ago
- ☆100Updated 8 months ago
- ☆127Updated 8 months ago
- ☆125Updated last year
- ☆169Updated last year
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆81Updated 2 weeks ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆130Updated 4 months ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆98Updated last week
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆59Updated 5 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆62Updated 3 weeks ago
- Code for paper "Patch-Level Training for Large Language Models"☆81Updated 4 months ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆201Updated last week
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆160Updated 2 months ago