Second-Order Fine-Tuning without Pain for LLMs: a Hessian Informed Zeroth-Order Optimizer
☆26Feb 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:
- Zeroth-Order Fine-Tuning of LLMs in Random Subspaces (ICCV 2025)☆20Nov 22, 2024Updated last year
- ☆20Dec 5, 2024Updated 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☆18Oct 15, 2025Updated 9 months ago
- ☆14May 4, 2024Updated 2 years 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.
- [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…☆72Oct 9, 2024Updated last year
- ☆15Jun 14, 2026Updated last month
- ☆36May 28, 2024Updated 2 years ago
- Fine-tuning Quantized Neural Networks with Zeroth-order Optimization☆20Sep 17, 2025Updated 10 months ago
- Pytorch implementation of KFAC - this is a port of https://github.com/tensorflow/kfac/☆32Jun 6, 2024Updated 2 years ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,168Jan 11, 2024Updated 2 years ago
- ☆37Mar 12, 2026Updated 4 months ago
- Using PyTorch autograd to compute Hessian of Perplexity for Large Language Models☆29Apr 17, 2025Updated last year
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆38Apr 4, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- gruvbox theme for fcitx5☆11Oct 15, 2021Updated 4 years ago
- Parse command line arguments by defining dataclasses☆13Updated this week
- Fun project to run your own LLM chat bot using llama.cpp☆11Jun 9, 2023Updated 3 years ago
- A implement of run-length encoding for Pytorch tensor using CUDA☆14Apr 7, 2021Updated 5 years ago
- Matlab mex wrappers to cuSPARSE (NVIDIA)☆11Dec 10, 2025Updated 7 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
- Wrapper for Ckmeans.1d.dp.☆13Mar 20, 2025Updated last year
- ☆12Aug 17, 2022Updated 3 years ago
- Active Learning in the era of Foundation Models☆13Apr 16, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆13May 31, 2023Updated 3 years ago
- [ICML 2025] Official implementation for "The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for L…☆15May 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 4 months ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 3 years ago
- MLPerf Mobile benchmarks☆15Apr 28, 2026Updated 2 months ago
- This is an Research project☆19Jan 4, 2025Updated last year
- AAAI 2024 Accept☆19Apr 24, 2024Updated 2 years ago
- This is the official implementation for the paper: Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models☆19Sep 11, 2024Updated last year
- 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.
- Pytorch implementation of our paper accepted by ICML 2023 -- "Bi-directional Masks for Efficient N:M Sparse Training"☆13Jun 7, 2023Updated 3 years ago
- ☆21Apr 12, 2024Updated 2 years ago
- ☆17Apr 20, 2026Updated 3 months ago
- AAAI2025☆13Apr 18, 2025Updated last year
- LLM4HWDesign Starting Toolkit☆19Oct 4, 2024Updated last year
- ☆10Apr 16, 2024Updated 2 years ago
- ☆13Sep 25, 2023Updated 2 years ago