LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.
☆4,025Apr 24, 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☆5,498Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,823Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,186Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆26,397Updated 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…☆13,487Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,185Apr 20, 2026Updated last week
- Transformer related optimization, including BERT, GPT☆6,412Mar 27, 2024Updated 2 years ago
- A throughput-oriented high-performance serving framework for LLMs☆954Mar 29, 2026Updated last month
- Fast and memory-efficient exact attention☆23,563Updated this week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,909Jan 21, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,727Jun 25, 2024Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,108Jun 30, 2025Updated 9 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆78,385Updated this week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,061Sep 4, 2024Updated last year
- 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.
- Development repository for the Triton language and compiler☆19,040Updated this week
- Large Language Model Text Generation Inference☆10,843Mar 21, 2026Updated last month
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,512Jul 17, 2025Updated 9 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆834Mar 6, 2025Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,155May 8, 2024Updated last year
- Ongoing research training transformer models at scale☆16,145Updated this week
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,873Updated 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…☆3,291Updated this week
- Disaggregated serving system for Large Language Models (LLMs).☆804Apr 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,106Updated this week
- Distributed Compiler based on Triton for Parallel Systems☆1,414Apr 22, 2026Updated last week
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,295Aug 28, 2025Updated 8 months ago
- 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…☆4,208Apr 23, 2026Updated last week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,333Mar 6, 2025Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,053Apr 11, 2025Updated last year
- how to optimize some algorithm in cuda.☆2,952Apr 22, 2026Updated last week
- Efficient Triton Kernels for LLM Training☆6,315Updated this week
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,299Feb 20, 2026Updated 2 months ago
- 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.
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆5,632Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,168Apr 20, 2026Updated last week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,222Jul 11, 2024Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,331May 11, 2025Updated 11 months ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,638Updated this week
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆10,736Apr 20, 2026Updated last week
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,641Jul 12, 2024Updated last year