zhaochenyang20 / ModelServerLinks
Efficient, Flexible, and Highly Fault-Tolerant Model Service Management Based on SGLang
☆61Updated last year
Alternatives and similar repositories for ModelServer
Users that are interested in ModelServer are comparing it to the libraries listed below
Sorting:
- CPM.cu is a lightweight, high-performance CUDA implementation for LLMs, optimized for end-device inference and featuring cutting-edge tec…☆212Updated 2 months ago
- ☆97Updated 8 months ago
- ☆154Updated 9 months ago
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆250Updated last year
- ☆83Updated 8 months ago
- ☆78Updated 3 weeks ago
- An easy-to-use package for implementing SmoothQuant for LLMs☆110Updated 8 months ago
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆119Updated last year
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆46Updated 6 months ago
- ☆206Updated 7 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆135Updated last year
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆151Updated 4 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆137Updated last month
- A lightweight reinforcement learning framework that integrates seamlessly into your codebase, empowering developers to focus on algorithm…☆92Updated 3 months ago
- 🤖FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA EA.☆239Updated last month
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆112Updated 9 months ago
- ☆78Updated last year
- KV cache compression for high-throughput LLM inference☆148Updated 10 months ago
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated 2 years ago
- ☆79Updated 2 years ago
- vLLM Router☆52Updated last year
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆137Updated last year
- patches for huggingface transformers to save memory☆32Updated 6 months ago
- A simple calculation for LLM MFU.☆50Updated 3 months ago
- Manages vllm-nccl dependency☆17Updated last year
- Kernel Library Wheel for SGLang☆16Updated this week
- A quantization algorithm for LLM☆146Updated last year
- Triton Documentation in Chinese Simplified / Triton 中文文档☆95Updated this week
- ☆149Updated 5 months ago
- Model compression toolkit engineered for enhanced usability, comprehensiveness, and efficiency.☆228Updated this week