gccnlp / Light-PEFTLinks
[ACL 2024 Findings] Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning
☆12Updated 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 10 months ago
- ☆34Updated 2 years ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆96Updated last year
- Codes for Merging Large Language Models☆33Updated last year
- ☆24Updated 4 months ago
- ☆10Updated last year
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Updated 2 years ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆38Updated last year
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆25Updated last year
- [NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆32Updated 2 years ago
- ☆43Updated 5 months ago
- Code and Model for NeurIPS 2024 Spotlight Paper "Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training…☆42Updated 11 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆36Updated 8 months ago
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆18Updated 3 weeks ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 9 months ago
- Pitfalls of Rule- and Model-based Verifiers: A Case Study on Mathematical Reasoning.☆23Updated 3 months ago
- ☆18Updated 9 months ago
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆89Updated 9 months ago
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆54Updated last year
- [NeurIPS 2024] | An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding☆18Updated 11 months ago
- ☆16Updated 11 months ago
- ☆30Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆55Updated 7 months ago
- Code for Heima☆53Updated 5 months ago
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆32Updated 7 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆42Updated last year
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆34Updated last year
- [ACL 2025 (Findings)] DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling☆16Updated 9 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆98Updated 5 months ago