LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.
☆4,212Aug 7, 2026Updated this week
Alternatives and similar repositories for LightLLM
Users that are interested in LightLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FlashInfer: Kernel Library for LLM Serving☆6,127Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,994Updated this week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆14,325Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,203Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,446Jul 26, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Transformer related optimization, including BERT, GPT☆6,446Mar 27, 2024Updated 2 years ago
- A throughput-oriented high-performance serving framework for LLMs☆974Mar 29, 2026Updated 4 months ago
- Fast and memory-efficient exact attention☆24,652Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆31,488Updated this week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,920Jan 21, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,762Jun 25, 2024Updated 2 years ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,108Jun 30, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,122Sep 4, 2024Updated last year
- Large Language Model Text Generation Inference☆10,888Mar 21, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Development repository for the Triton language and compiler☆19,886Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,608Jul 17, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆852Mar 6, 2025Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,509Updated this week
- Serving multiple LoRA finetuned LLM as one☆1,170May 8, 2024Updated 2 years ago
- Ongoing research training transformer models at scale☆17,355Updated this week
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,352Aug 28, 2025Updated 11 months ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,898Updated this week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆7,150Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Disaggregated serving system for Large Language Models (LLMs).☆828Apr 6, 2025Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆88,441Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,482Updated this week
- fastllm是后端无依赖的高性能大模型推理库。同时支持张量并行推理稠密模型和混合模式推理MOE模型,任意10G以上显卡即可推理满血DeepSeek。双路9004/9005服务器+单显卡部署DeepSeek满血满精度原版模型,单并发20tps;INT4量化模型单并发30tp…☆4,899Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,340Mar 6, 2025Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,075Apr 11, 2025Updated last year
- how to optimize some algorithm in cuda.☆3,188Updated this week
- Efficient Triton Kernels for LLM Training☆6,555Updated this week
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,297Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,499Feb 20, 2026Updated 5 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,397Jul 29, 2026Updated last week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,258Jul 11, 2024Updated 2 years ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,351May 11, 2025Updated last year
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,210Updated this week
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,674Jul 12, 2024Updated 2 years ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆685May 21, 2026Updated 2 months ago