gccnlp / Light-PEFTLinks
[ACL 2024 Findings] Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning
☆13Updated last year
Alternatives and similar repositories for Light-PEFT
Users that are interested in Light-PEFT are comparing it to the libraries listed below
Sorting:
- ☆15Updated last year
- ☆34Updated 2 years ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆99Updated last year
- Codes for Merging Large Language Models☆33Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆40Updated last year
- ☆30Updated 2 years ago
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆37Updated last year
- ☆16Updated last year
- ☆45Updated 2 months ago
- Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…☆21Updated last year
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Updated 2 years ago
- Code and Model for NeurIPS 2024 Spotlight Paper "Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training…☆44Updated last year
- ☆30Updated last week
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Updated 2 years ago
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆23Updated last month
- ☆18Updated last year
- Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…☆60Updated 3 months ago
- ☆20Updated 11 months ago
- ☆17Updated 3 months ago
- ☆10Updated last year
- ☆19Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆58Updated 9 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆33Updated 9 months ago
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆39Updated last year
- ☆23Updated last year
- Official implementation of the paper: "A deeper look at depth pruning of LLMs"☆15Updated last year
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆123Updated 7 months ago
- [NeurIPS 2025] Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆25Updated last month
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆87Updated 9 months ago