project-etalon / etalon
LLM Serving Performance Evaluation Harness
☆70Updated 3 weeks ago
Alternatives and similar repositories for etalon:
Users that are interested in etalon are comparing it to the libraries listed below
- ☆44Updated 8 months ago
- ☆53Updated 9 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆149Updated 5 months ago
- A low-latency & high-throughput serving engine for LLMs☆319Updated last month
- ☆88Updated 4 months ago
- Stateful LLM Serving☆48Updated last week
- ☆81Updated 2 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆145Updated 2 weeks ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆109Updated 3 months ago
- Modular and structured prompt caching for low-latency LLM inference☆89Updated 4 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆83Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆201Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆298Updated 8 months ago
- ☆92Updated 5 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆68Updated 6 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆112Updated last year
- The driver for LMCache core to run in vLLM☆34Updated last month
- ☆64Updated 3 months ago
- ☆80Updated 2 years ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆148Updated 8 months ago
- A resilient distributed training framework☆89Updated 11 months ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆25Updated this week
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆158Updated 8 months ago
- A large-scale simulation framework for LLM inference☆346Updated 4 months ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆200Updated 4 months ago
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆93Updated last year
- ☆100Updated 6 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆42Updated 4 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆310Updated this week
- High performance Transformer implementation in C++.☆105Updated 2 months ago