thu-pacman / FasterMoELinks
☆89Updated 3 years ago
Alternatives and similar repositories for FasterMoE
Users that are interested in FasterMoE are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆93Updated 2 years ago
- nnScaler: Compiling DNN models for Parallel Training☆124Updated 4 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆233Updated 2 years ago
- ATC23 AE☆46Updated 2 years ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆222Updated last year
- ☆77Updated 4 years ago
- ☆85Updated 3 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆34Updated last year
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆58Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆142Updated 8 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆65Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆147Updated last month
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆70Updated 10 months ago
- ☆85Updated 9 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆69Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆176Updated last year
- ☆64Updated last year
- ☆131Updated last year
- 16-fold memory access reduction with nearly no loss☆110Updated 10 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆372Updated 7 months ago
- A resilient distributed training framework☆96Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆209Updated last year
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆124Updated 2 years ago
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆47Updated last year
- ☆155Updated 11 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆502Updated last year
- Building the Virtuous Cycle for AI-driven LLM Systems☆151Updated last week
- ☆353Updated last year
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆279Updated last week
- A simple calculation for LLM MFU.☆66Updated 5 months ago