[EMNLP 24] Source code for paper 'AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning'
☆13Dec 15, 2024Updated last year
Alternatives and similar repositories for AdaZeta
Users that are interested in AdaZeta are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Zeroth-Order Fine-Tuning of LLMs in Random Subspaces (ICCV 2025)☆19Nov 22, 2024Updated last year
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆39Jan 9, 2025Updated last year
- Official repo of M$^2$PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning☆28Mar 23, 2025Updated last year
- Fine-tuning Quantized Neural Networks with Zeroth-order Optimization☆18Sep 17, 2025Updated 7 months ago
- Implementation of "Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes" (https://…☆13May 6, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for "Thinking Forward: Memory-Efficient Federated Finetuning of Language Models" (NeurIPS 2024). Spry is a federated learning al…☆12Oct 8, 2024Updated last year
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 3 years ago
- Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent☆16Sep 8, 2022Updated 3 years ago
- Performs a faster tensor train (TT) decomposition for large sparse data☆14Sep 7, 2020Updated 5 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- This is a repository for the paper on testing inductive bias with scaled-down RoBERTa models.☆21Jan 10, 2022Updated 4 years ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- This project is a implementation in PyTorch for ZO-AdaMU optimization: Adapting Perturbation with the Momentum and Uncertainty in Zeroth-…☆14Dec 12, 2023Updated 2 years ago
- Code for Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation @ NeurIPS 2021☆13Nov 3, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for "LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts"☆12Oct 17, 2024Updated last year
- ☆11Aug 2, 2024Updated last year
- ☆10Nov 27, 2024Updated last year
- Joint entropy search☆21Dec 7, 2022Updated 3 years ago
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆126Jul 6, 2025Updated 9 months ago
- Pytorch implementation of paper: Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization.☆12May 18, 2023Updated 2 years ago
- A implement of run-length encoding for Pytorch tensor using CUDA☆14Apr 7, 2021Updated 5 years ago
- Data and visualizations for the photontorch paper (Scientific Reports)☆18Aug 4, 2020Updated 5 years ago
- Code the ICML 2024 paper: "Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models"☆12Jun 25, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A repository for LotteryFL re-implementation and experiments☆13Dec 18, 2020Updated 5 years ago
- [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…☆71Oct 9, 2024Updated last year
- ☆48May 25, 2025Updated 10 months ago
- Burrows-Wheeler-Scott transform☆14Jun 7, 2013Updated 12 years ago
- gomoku AI with deep learning and monte carlo tree search☆19Mar 23, 2018Updated 8 years ago
- Accelerating DNN inference and training on Zynq☆16Jul 22, 2020Updated 5 years ago
- A comprehensive tool designed to enhance the retrieval and generation of academic content from the arXiv database, leveraging advanced Re…☆13Dec 30, 2024Updated last year
- DNN_Partition辅助工具，用于对pytorch模型进行简单的性能分析以及支持模型切分☆14May 31, 2021Updated 4 years ago
- [ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)☆22May 24, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Isomap in Python☆10Mar 1, 2013Updated 13 years ago
- Pipelined Processor which implements RV32i Instruction Set. Also contains pipelined L1 4-way set-associative Instruction Cache, direct-ma…☆14Dec 23, 2022Updated 3 years ago
- Upscaling satellite imagery using GAN by 4 times☆16Mar 14, 2022Updated 4 years ago
- Chatbot for quickly finding answers to questions.☆11Oct 25, 2020Updated 5 years ago
- [TMM 2023] Blind Image Quality Assessment via Transformer Predicted Error Map and Perceptual Quality Token☆14Mar 21, 2024Updated 2 years ago
- ☆19Jun 21, 2025Updated 9 months ago
- ☆15Dec 19, 2023Updated 2 years ago