Code the ICML 2024 paper: "Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models"
☆12Jun 25, 2024Updated last year
Alternatives and similar repositories for mezo_svrg
Users that are interested in mezo_svrg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [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
- Second-Order Fine-Tuning without Pain for LLMs: a Hessian Informed Zeroth-Order Optimizer☆24Feb 11, 2025Updated last year
- ☆21Jun 4, 2025Updated 9 months ago
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆125Jul 6, 2025Updated 8 months ago
- Source code for paper Are Human-generated Demonstrations Necessary for In-context Learning☆12Jan 21, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆28Dec 16, 2021Updated 4 years ago
- ☆11Jan 21, 2021Updated 5 years ago
- Awesome Scientific Agent☆74Sep 8, 2025Updated 6 months ago
- A implement of run-length encoding for Pytorch tensor using CUDA☆14Apr 7, 2021Updated 4 years ago
- (TCSVT 2022) Context-Aware Mixup for Domain Adaptive Semantic Segmentation☆17Jan 20, 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
- Application and blog explaining my interpretations of In-run Data Shapley☆30Jan 30, 2025Updated last year
- Burrows-Wheeler-Scott transform☆14Jun 7, 2013Updated 12 years ago
- ☆13Mar 25, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This notebook presents an example of the equal risk pricing framework with deep hedging from my paper Carbonneau, A. and Godin, F. (2020)…☆15Oct 15, 2021Updated 4 years ago
- PrivacyAsst: Safeguarding User Privacy in Tool-Using Large Language Model Agents (TDSC 2024)☆19Mar 29, 2024Updated 2 years ago
- Pure-Python low-level PDF manipulation library☆14Jan 29, 2022Updated 4 years ago
- ☆11Dec 8, 2016Updated 9 years ago
- ☆20Dec 5, 2024Updated last year
- ☆21Aug 3, 2024Updated last year
- Analyze AdaHessian optimizer on 2D functions.☆13Aug 13, 2021Updated 4 years ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆77Nov 4, 2024Updated last year
- ☆14Jul 31, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆19Dec 23, 2024Updated last year
- Neural models for detecting and masking personal information from texts☆16Nov 25, 2022Updated 3 years ago
- The source code of the paper "WebUltron: An Ultimate Retriever on Webpages under the Model-centric Paradigm"☆12Mar 21, 2023Updated 3 years ago
- The official implementation of ImageBind-LLM and Whisper-LLM from the paper "Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Compre…☆21Oct 30, 2023Updated 2 years ago
- PyTorch Implementation of Variance Reduced Optimization Algorithms -- SARAH and SVRG.☆15Jul 11, 2021Updated 4 years ago
- ☆16Jun 17, 2025Updated 9 months ago
- LLMA = LLM + Arithmetic coder, which use LLM to do insane text data compression. LLMA=大模型+算术编码，它能使用LLM对文本数据进行暴力的压缩，达到极高的压缩率。☆22Nov 24, 2024Updated last year
- Zeroth-Order Fine-Tuning of LLMs in Random Subspaces (ICCV 2025)☆18Nov 22, 2024Updated last year
- Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Luk…☆19Oct 6, 2019Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- color/stain normalization on histological images using Reinhard, Macenko and Vahadane methods☆16Dec 14, 2021Updated 4 years ago
- ☆22Mar 16, 2024Updated 2 years ago
- An Elegant PyTorch Implementation of ECCV'2020: Virtual Multi View Fusion for 3D Semantic Segmentation.☆28Aug 31, 2021Updated 4 years ago
- Performing Symbolic Regression via Monte Carlo Tree Search (MCTS)☆14Nov 2, 2018Updated 7 years ago
- Domain Adaptation on Point Clouds via Geometry-Aware Implicits☆26Sep 7, 2023Updated 2 years ago
- ☆23Nov 26, 2024Updated last year
- Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering, ACL 2025☆21Oct 28, 2025Updated 5 months ago