thu-pacman / SmartMoE-AELinks
ATC23 AE
☆47Updated 2 years ago
Alternatives and similar repositories for SmartMoE-AE
Users that are interested in SmartMoE-AE are comparing it to the libraries listed below
Sorting:
- ☆87Updated 3 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆122Updated last year
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆92Updated 2 years ago
- ☆148Updated 7 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆61Updated 11 months ago
- ☆78Updated 6 months ago
- ☆58Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆221Updated 2 years ago
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆48Updated last year
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆66Updated last year
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆30Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆117Updated last month
- Sequence-level 1F1B schedule for LLMs.☆32Updated 2 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆188Updated last year
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆116Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- ☆43Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆120Updated 6 months ago
- ☆124Updated 11 months ago
- Implement some method of LLM KV Cache Sparsity☆39Updated last year
- ☆75Updated 4 years ago
- A simple calculation for LLM MFU.☆48Updated last month
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆338Updated 3 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆252Updated last week
- 16-fold memory access reduction with nearly no loss☆105Updated 7 months ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆67Updated 7 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆216Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆20Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆60Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆482Updated last year