microsoft / ParrotServe
[OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
☆114Updated last month
Related projects ⓘ
Alternatives and complementary repositories for ParrotServe
- ☆52Updated last week
- Stateful LLM Serving☆38Updated 3 months ago
- High performance Transformer implementation in C++.☆82Updated 2 months ago
- ☆51Updated last month
- Materials for learning SGLang☆96Updated this week
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆101Updated 8 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆104Updated 4 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆103Updated 3 months ago
- ☆46Updated 5 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆57Updated 5 months ago
- A resilient distributed training framework☆85Updated 7 months ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆175Updated 2 weeks ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆132Updated last month
- A low-latency & high-throughput serving engine for LLMs☆245Updated 2 months ago
- Efficient and easy multi-instance LLM serving☆213Updated this week
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆74Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆238Updated last week
- A large-scale simulation framework for LLM inference☆277Updated last month
- paper and its code for AI System☆215Updated 2 months ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆121Updated last week
- ☆66Updated last month
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆202Updated 2 weeks ago
- LLM Serving Performance Evaluation Harness☆56Updated 2 months ago
- Modular and structured prompt caching for low-latency LLM inference☆66Updated last week
- MagicPIG: LSH Sampling for Efficient LLM Generation☆58Updated 3 weeks ago
- nnScaler: Compiling DNN models for Parallel Training☆74Updated 3 weeks ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆75Updated this week
- ☆42Updated 7 months ago
- Ultra-Fast and Cheaper Long-Context LLM Inference☆233Updated this week
- ☆64Updated 3 months ago