firechecking / CleanParallel
an implementation of parallel skills like amp, ddp, pp, tp for learning purposes
☆12Updated last year
Alternatives and similar repositories for CleanParallel:
Users that are interested in CleanParallel are comparing it to the libraries listed below
- ☆36Updated 5 months ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆52Updated 8 months ago
- A PyTorch-like deep learning framework. Just for fun.☆153Updated last year
- Curated collection of papers in MoE model inference☆150Updated 2 months ago
- ☆95Updated 5 months ago
- ATC23 AE☆45Updated last year
- Summary of the Specs of Commonly Used GPUs for Training and Inference of LLM☆40Updated last month
- Stateful LLM Serving☆63Updated last month
- ☆70Updated 3 years ago
- This repository is established to store personal notes and annotated papers during daily research.☆117Updated this week
- ☆35Updated 8 months ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆36Updated 4 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆25Updated 11 months ago
- Summary of some awesome work for optimizing LLM inference☆69Updated last week
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆107Updated this week
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆61Updated 10 months ago
- ☆58Updated 3 weeks ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆110Updated last year
- ☆72Updated 3 years ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆85Updated 3 months ago
- SOTA Learning-augmented Systems☆36Updated 2 years ago
- PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.☆19Updated this week
- Canvas: End-to-End Kernel Architecture Search in Neural Networks☆26Updated 5 months ago
- ☆59Updated 10 months ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated last year
- A simple calculation for LLM MFU.☆36Updated last month
- ☆13Updated 2 years ago
- ☆16Updated last year
- Code base and slides for ECE408:Applied Parallel Programming On GPU.☆122Updated 3 years ago