efeslab / NanoflowLinks
A throughput-oriented high-performance serving framework for LLMs
☆912Updated 2 weeks ago
Alternatives and similar repositories for Nanoflow
Users that are interested in Nanoflow are comparing it to the libraries listed below
Sorting:
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆946Updated last year
- Materials for learning SGLang☆636Updated 2 weeks ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆775Updated 8 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆434Updated 5 months ago
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆460Updated this week
- Disaggregated serving system for Large Language Models (LLMs).☆721Updated 7 months ago
- Perplexity GPU Kernels☆528Updated this week
- A PyTorch Native LLM Training Framework☆884Updated 2 months ago
- Efficient and easy multi-instance LLM serving☆506Updated 2 months ago
- Zero Bubble Pipeline Parallelism☆433Updated 6 months ago
- A low-latency & high-throughput serving engine for LLMs☆440Updated 3 weeks ago
- Distributed Compiler based on Triton for Parallel Systems☆1,214Updated 3 weeks ago
- Latency and Memory Analysis of Transformer Models for Training and Inference☆461Updated 6 months ago
- Serverless LLM Serving for Everyone.☆585Updated this week
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆575Updated last year
- A large-scale simulation framework for LLM inference☆473Updated 3 months ago
- LLM KV cache compression made easy☆680Updated this week
- Serving multiple LoRA finetuned LLM as one☆1,114Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,165Updated 2 months ago
- Ring attention implementation with flash attention☆906Updated 2 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,147Updated last month
- NVIDIA Inference Xfer Library (NIXL)☆712Updated this week
- Microsoft Automatic Mixed Precision Library☆627Updated last year
- FlagGems is an operator library for large language models implemented in the Triton Language.☆749Updated this week
- A Quirky Assortment of CuTe Kernels☆651Updated 2 weeks ago
- GLake: optimizing GPU memory management and IO transmission.☆487Updated 7 months ago
- kernels, of the mega variety☆597Updated last month
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆708Updated 3 months ago
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆920Updated this week
- ☆205Updated 6 months ago