yifanycc / AdaZetaLinks
[EMNLP 24] Source code for paper 'AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning'
☆11Updated 6 months ago
Alternatives and similar repositories for AdaZeta
Users that are interested in AdaZeta are comparing it to the libraries listed below
Sorting:
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆35Updated 5 months ago
- [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…☆60Updated 8 months ago
- Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)☆13Updated 11 months ago
- [ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆105Updated last year
- Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation☆22Updated 4 months ago
- SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)☆31Updated 7 months ago
- 😎 A curated list of tensor decomposition resources for model compression.☆69Updated this week
- Code for testing DCT plus Sparse (DCTpS) networks☆14Updated 4 years ago
- ☆13Updated 5 months ago
- ☆57Updated last year
- Second-Order Fine-Tuning without Pain for LLMs: a Hessian Informed Zeroth-Order Optimizer☆15Updated 4 months ago
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆20Updated last year
- [NeurIPS 2023 Spotlight] Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training☆35Updated 2 months ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 2 months ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆47Updated last year
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆48Updated 7 months ago
- ☆32Updated last year
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆37Updated 4 months ago
- This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).☆46Updated 2 years ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆72Updated 8 months ago
- ☆28Updated last year
- ☆23Updated last year
- Code for the paper: Why Transformers Need Adam: A Hessian Perspective☆59Updated 3 months ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆35Updated last year
- ☆28Updated 11 months ago
- ☆19Updated last year
- summer school materials☆44Updated last year
- ☆13Updated 2 years ago
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆19Updated last year
- Parallelizing non-linear sequential models over the sequence length☆52Updated this week