efeslab / NanoflowLinks
A throughput-oriented high-performance serving framework for LLMs
☆936Updated 2 months 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.☆978Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆801Updated 10 months ago
- Materials for learning SGLang☆714Updated last week
- Dynamic Memory Management for Serving LLMs without PagedAttention☆454Updated 7 months ago
- Disaggregated serving system for Large Language Models (LLMs).☆761Updated 9 months ago
- Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs☆917Updated last month
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆615Updated this week
- Efficient and easy multi-instance LLM serving☆520Updated 4 months ago
- Perplexity GPU Kernels☆552Updated 2 months ago
- Distributed Compiler based on Triton for Parallel Systems☆1,307Updated 2 weeks ago
- A low-latency & high-throughput serving engine for LLMs☆464Updated this week
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,171Updated 3 months ago
- Zero Bubble Pipeline Parallelism☆445Updated 8 months ago
- Latency and Memory Analysis of Transformer Models for Training and Inference☆475Updated 8 months ago
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆602Updated last year
- LLM KV cache compression made easy☆749Updated 3 weeks ago
- Serverless LLM Serving for Everyone.☆631Updated this week
- Serving multiple LoRA finetuned LLM as one☆1,131Updated last year
- Ring attention implementation with flash attention☆961Updated 4 months ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,218Updated 4 months ago
- NVIDIA Inference Xfer Library (NIXL)☆801Updated this week
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆741Updated 5 months ago
- A large-scale simulation framework for LLM inference☆513Updated 5 months ago
- kernels, of the mega variety☆640Updated 3 months ago
- The Triton TensorRT-LLM Backend☆912Updated this week
- Microsoft Automatic Mixed Precision Library☆634Updated last month
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆995Updated this week
- ArcticInference: vLLM plugin for high-throughput, low-latency inference☆368Updated this week
- Efficient LLM Inference over Long Sequences☆393Updated 6 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆397Updated last year