interestingLSY / swiftLLMLinks
A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of vLLM).
☆306Updated 7 months ago
Alternatives and similar repositories for swiftLLM
Users that are interested in swiftLLM are comparing it to the libraries listed below
Sorting:
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆283Updated 10 months ago
- High performance Transformer implementation in C++.☆148Updated 11 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆273Updated 3 months ago
- Summary of some awesome work for optimizing LLM inference☆162Updated last month
- Dynamic Memory Management for Serving LLMs without PagedAttention☆454Updated 7 months ago
- ☆130Updated last year
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆173Updated last year
- A lightweight design for computation-communication overlap.☆209Updated 3 weeks ago
- ☆162Updated 6 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆264Updated last month
- paper and its code for AI System☆341Updated last month
- ☆81Updated 3 months ago
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆626Updated this week
- ☆338Updated last week
- ☆153Updated 10 months ago
- A large-scale simulation framework for LLM inference☆513Updated 5 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆207Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆173Updated last week
- nnScaler: Compiling DNN models for Parallel Training☆123Updated 3 months ago
- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆62Updated last month
- LLM training technologies developed by kwai☆69Updated last week
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆59Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆364Updated 6 months ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆96Updated last month
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆605Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆333Updated last year
- A low-latency & high-throughput serving engine for LLMs☆464Updated last week
- Stateful LLM Serving☆94Updated 10 months ago
- DeepSeek-V3/R1 inference performance simulator☆176Updated 9 months ago
- Curated collection of papers in MoE model inference☆333Updated 2 months ago