ml-energy / zeusLinks
Measure and optimize the energy consumption of your AI applications!
☆306Updated last week
Alternatives and similar repositories for zeus
Users that are interested in zeus are comparing it to the libraries listed below
Sorting:
- How much energy do GenAI models consume?☆47Updated 2 weeks ago
- A resilient distributed training framework☆96Updated last year
- torchcomms: a modern PyTorch communications API☆219Updated this week
- ACT An Architectural Carbon Modeling Tool for Designing Sustainable Computer Systems☆43Updated 3 months ago
- A large-scale simulation framework for LLM inference☆462Updated 3 months ago
- Carbon Explorer helps evaluating solutions make datacenters operate on renewable energy.☆82Updated 11 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆130Updated last year
- A low-latency & high-throughput serving engine for LLMs☆431Updated 2 weeks ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆238Updated 11 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆252Updated 2 weeks ago
- Microsoft Collective Communication Library☆66Updated 11 months ago
- Stateful LLM Serving☆87Updated 7 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆150Updated 9 months ago
- 🏙 Interactive performance profiling and debugging tool for PyTorch neural networks.☆64Updated 9 months ago
- LLM Serving Performance Evaluation Harness☆79Updated 8 months ago
- PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for…☆153Updated 2 weeks ago
- ☆136Updated last year
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆62Updated 2 years ago
- ☆47Updated last year
- ☆74Updated 2 weeks ago
- A curated list of awesome projects and papers for distributed training or inference☆247Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆215Updated 3 months ago
- Multi-Instance-GPU profiling tool☆60Updated 2 years ago
- Serverless LLM Serving for Everyone.☆573Updated last week
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆88Updated 2 years ago
- ☆35Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆432Updated 5 months ago
- ☆252Updated last year
- A library to analyze PyTorch traces.☆419Updated 2 weeks ago
- A framework for generating realistic LLM serving workloads☆73Updated 3 weeks ago