Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.
☆28Apr 25, 2023Updated 2 years ago
Alternatives and similar repositories for AC-SGD
Users that are interested in AC-SGD are comparing it to the libraries listed below
Sorting:
- ☆27Aug 25, 2023Updated 2 years ago
- ☆19May 4, 2023Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation☆30Feb 4, 2025Updated last year
- ☆43Nov 1, 2022Updated 3 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Nov 21, 2024Updated last year
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆149Oct 29, 2024Updated last year
- Pytorch distributed backend extension with compression support☆17Mar 24, 2025Updated 11 months ago
- ☆10May 16, 2021Updated 4 years ago
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆124Jul 6, 2025Updated 8 months ago
- Chaitin-Briggs register-allocation algorithm (LLVM back-end)☆12Jan 6, 2016Updated 10 years ago
- egraphs-good website☆18Mar 10, 2026Updated last week
- [ICLR 2025] Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization☆26Jan 27, 2026Updated last month
- [ICLR 2026] Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing☆27Jan 27, 2026Updated last month
- Personal blog + reading notes on system-ish papers☆16Oct 29, 2023Updated 2 years ago
- 基于FPGA实现用 户态中断硬件机制与优化操作系统内核☆10Apr 1, 2025Updated 11 months ago
- ☆25Updated this week
- Framework of pa code for THU compiler principle course.☆13Dec 18, 2019Updated 6 years ago
- ☆23May 10, 2023Updated 2 years ago
- Simple Implementation of the CVPR 2024 Paper "JointSQ: Joint Sparsification-Quantization for Distributed Learning"☆11Dec 29, 2024Updated last year
- Switch-based Training Acceleration for Machine Learning (SwitchML)☆16Apr 13, 2021Updated 4 years ago
- Python environment for Chinese Standard Mahjong on Botzone platform.☆14Jan 18, 2021Updated 5 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Feb 23, 2024Updated 2 years ago
- Code for Double Blind CollaborativeLearning (DBCL)☆14May 14, 2021Updated 4 years ago
- Artifacts for SOSP'19 paper Optimizing Deep Learning Computation with Automatic Generation of Graph Substitutions☆21Apr 15, 2022Updated 3 years ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Aug 2, 2022Updated 3 years ago
- A small RISC-V kernel coding by C, tested on sifive unmatched board.☆16Aug 20, 2022Updated 3 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆47Nov 24, 2022Updated 3 years ago
- ☆12Feb 9, 2024Updated 2 years ago
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆22Aug 28, 2025Updated 6 months ago
- Expressive, Easy to Build, and High-Performance Application Networks☆19Jul 1, 2025Updated 8 months ago
- High performance NCCL plugin for Bagua.☆15Sep 15, 2021Updated 4 years ago
- [ICLRW'26] EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation☆29Updated this week
- Official codebase for NeurIPS 2022 paper End-to-end Learning to Index and Search in Large Output Spaces☆12Apr 19, 2023Updated 2 years ago
- This repo hosts the code for the Fast Trainable Projection (FTP) project.☆12Nov 16, 2023Updated 2 years ago
- Mu: Microsecond Consensus for Microsecond Applications☆42Oct 12, 2020Updated 5 years ago
- Selected Topics in Computer Networks @ Johns Hopkins University☆19Dec 17, 2020Updated 5 years ago
- FTPipe and related pipeline model parallelism research.☆44May 16, 2023Updated 2 years ago
- Official implementation for Text Generation Beyond Discrete Token Sampling☆22Aug 11, 2025Updated 7 months ago