Second-Order Fine-Tuning without Pain for LLMs: a Hessian Informed Zeroth-Order Optimizer
☆27Feb 11, 2025Updated last year
Alternatives and similar repositories for HiZOO
Users that are interested in HiZOO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Dec 5, 2024Updated last year
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆128Jul 6, 2025Updated last year
- Code the ICML 2024 paper: "Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models"☆12Jun 25, 2024Updated 2 years ago
- Official implementation of 'RiskPO: Risk-based Policy Optimization via Verifiable Reward for LLM Post-Training', accepted by ICLR 2026☆19Oct 15, 2025Updated 10 months ago
- ☆14May 4, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…☆75Oct 9, 2024Updated last year
- ☆37May 28, 2024Updated 2 years ago
- Code for the paper: Why Transformers Need Adam: A Hessian Perspective☆65Mar 11, 2025Updated last year
- ☆27Feb 22, 2024Updated 2 years ago
- A fork of the PEFT library, supporting Robust Adaptation (RoSA)☆15Aug 16, 2024Updated 2 years ago
- Code to generate figures of paper "When do spectral gradient updates help in deep learning?"☆16Dec 3, 2025Updated 8 months ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,174Jan 11, 2024Updated 2 years ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆39Apr 4, 2024Updated 2 years ago
- gruvbox theme for fcitx5☆10Oct 15, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Python B+ Tree basic implementation and Visualization☆13Sep 29, 2019Updated 6 years ago
- ☆13May 8, 2020Updated 6 years ago
- Fun project to run your own LLM chat bot using llama.cpp☆11Jun 9, 2023Updated 3 years ago
- [EMNLP 24] Source code for paper 'AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tu…☆13Dec 15, 2024Updated last year
- Burrows-Wheeler-Scott transform☆13Jun 7, 2013Updated 13 years ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆30Feb 10, 2023Updated 3 years ago
- Matlab mex wrappers to cuSPARSE (NVIDIA)☆11Dec 10, 2025Updated 8 months ago
- This repository is pytorch version implement of LRU from the paper "Resurrecting Recurrent Neural Networks for Long Sequences" (https://a…☆12May 22, 2023Updated 3 years ago
- The dataset of our work where the application of portable Raman spectroscopy coupled with several supervised machine-learning techniques,…☆15Nov 21, 2019Updated 6 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.
- ☆12Aug 17, 2022Updated 4 years ago
- Active Learning in the era of Foundation Models☆14Apr 16, 2025Updated last year
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆13May 31, 2023Updated 3 years ago
- SVIP: Towards Verifiable Inference of Open-Source Large Language Models☆15Jun 3, 2025Updated last year
- [ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate☆13Jun 17, 2025Updated last year
- A repository to introduce the algorithmic information theory. You could learn what is Kolmogorov complexity and why it is important here.☆13Jul 23, 2025Updated last year
- This project is a implementation in PyTorch for ZO-AdaMU optimization: Adapting Perturbation with the Momentum and Uncertainty in Zeroth-…☆15Dec 12, 2023Updated 2 years ago
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 5 months ago
- MLPerf Mobile benchmarks☆16Apr 28, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The official implementation of ImageBind-LLM and Whisper-LLM from the paper "Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Compre…☆20Oct 30, 2023Updated 2 years ago
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- Support codes and data for KDD 2025 paper "TSPRank: Bridging Pairwise and Listwise Methods with a Bilinear Travelling Salesman Model"☆16May 11, 2026Updated 3 months ago
- ☆13Jun 29, 2024Updated 2 years ago
- LLM4HWDesign Starting Toolkit☆20Oct 4, 2024Updated last year
- Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Luk…☆17Oct 6, 2019Updated 6 years ago
- ☆14Feb 2, 2021Updated 5 years ago