LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.
☆4,294Sep 17, 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☆6,431Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆8,078Updated 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…☆14,637Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,596Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,504Aug 14, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Transformer related optimization, including BERT, GPT☆6,446Mar 27, 2024Updated 2 years ago
- A throughput-oriented high-performance serving framework for LLMs☆977Mar 29, 2026Updated 5 months ago
- Fast and memory-efficient exact attention☆24,947Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆36,103Updated this week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,925Jan 21, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,772Jun 25, 2024Updated 2 years ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,113Jun 30, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,148Sep 4, 2024Updated 2 years ago
- Large Language Model Text Generation Inference☆10,886Mar 21, 2026Updated 5 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.
- Development repository for the Triton language and compiler☆20,183Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,635Jul 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…☆861Mar 6, 2025Updated last year
- Distributed Compiler and Optimized Parallel Kernels☆1,546Aug 12, 2026Updated last month
- Serving multiple LoRA finetuned LLM as one☆1,175May 8, 2024Updated 2 years ago
- Ongoing research training transformer models at scale☆17,931Updated this week
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,361Aug 28, 2025Updated last year
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,899Updated this week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆7,421Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Disaggregated serving system for Large Language Models (LLMs).