zartbot / shallowsimLinks
DeepSeek-V3/R1 inference performance simulator
☆134Updated 2 months ago
Alternatives and similar repositories for shallowsim
Users that are interested in shallowsim are comparing it to the libraries listed below
Sorting:
- ☆65Updated 2 months ago
- A lightweight design for computation-communication overlap.☆132Updated 3 weeks ago
- A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.☆80Updated 2 weeks ago
- High performance Transformer implementation in C++.☆124Updated 4 months ago
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆100Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆113Updated last month
- ☆99Updated 6 months ago
- LLM serving cluster simulator☆100Updated last year
- NCCL Profiling Kit☆135Updated 11 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆79Updated 6 months ago
- Microsoft Collective Communication Library☆65Updated 6 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆61Updated 11 months ago
- ☆62Updated 11 months ago
- AI Accelerator Benchmark focuses on evaluating AI Accelerators from a practical production perspective, including the ease of use and ver…☆239Updated 2 weeks ago
- Ultra | Ultimate | Unified CCL☆87Updated this week
- LLM Inference analyzer for different hardware platforms☆69Updated this week
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆253Updated 2 months ago
- Summary of the Specs of Commonly Used GPUs for Training and Inference of LLM☆42Updated 2 months ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆39Updated 3 weeks ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆142Updated 2 years ago
- Stateful LLM Serving☆70Updated 2 months ago
- PyTorch distributed training acceleration framework☆49Updated 3 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆157Updated 8 months ago
- ☆36Updated 5 months ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆103Updated last week
- Dynamic Memory Management for Serving LLMs without PagedAttention☆384Updated this week
- ☆79Updated 2 years ago
- Perplexity GPU Kernels☆324Updated last week
- Synthesizer for optimal collective communication algorithms☆106Updated last year
- A large-scale simulation framework for LLM inference☆380Updated 6 months ago