osehmathias / lisaLinks
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
☆31Updated last year
Alternatives and similar repositories for lisa
Users that are interested in lisa are comparing it to the libraries listed below
Sorting:
- Official Pytorch Implementation of "Outlier-weighed Layerwise Sampling for LLM Fine-tuning" by Pengxiang Li, Lu Yin, Xiaowei Gao, Shiwei …☆33Updated last month
- A curated list of Model Merging methods.☆92Updated 10 months ago
- ☆18Updated 7 months ago
- ☆56Updated 7 months ago
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆116Updated last week
- ☆143Updated 11 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆126Updated 3 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆86Updated 3 weeks ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆59Updated 4 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆86Updated 8 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆96Updated last week
- Code accompanying the paper "Massive Activations in Large Language Models"☆169Updated last year
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆49Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆79Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆76Updated 5 months ago
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆147Updated 3 weeks ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆106Updated 4 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆168Updated 10 months ago
- Codes for Merging Large Language Models☆32Updated 11 months ago
- ☆30Updated last year
- ☆202Updated 8 months ago
- ☆147Updated 2 months ago
- ☆108Updated last year
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆86Updated 7 months ago
- A Sober Look at Language Model Reasoning☆75Updated last month
- [ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆105Updated last week
- ☆90Updated 2 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆45Updated 8 months ago
- ☆113Updated 4 months ago
- One-shot Entropy Minimization☆165Updated last month