efeslab / NanoflowLinks
A throughput-oriented high-performance serving framework for LLMs
☆893Updated 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.☆902Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆758Updated 6 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆421Updated 4 months ago
- Materials for learning SGLang☆590Updated last month
- Disaggregated serving system for Large Language Models (LLMs).☆695Updated 5 months ago
- Perplexity GPU Kernels☆476Updated last week
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆412Updated this week
- A PyTorch Native LLM Training Framework☆874Updated 2 weeks ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,133Updated this week
- Zero Bubble Pipeline Parallelism☆427Updated 4 months ago
- Efficient and easy multi-instance LLM serving☆491Updated last month
- LLM KV cache compression made easy☆623Updated this week
- A low-latency & high-throughput serving engine for LLMs☆422Updated 4 months ago
- Distributed Compiler based on Triton for Parallel Systems☆1,148Updated last week
- Latency and Memory Analysis of Transformer Models for Training and Inference☆457Updated 5 months ago
- Serving multiple LoRA finetuned LLM as one☆1,089Updated last year
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆559Updated last year
- Ring attention implementation with flash attention☆880Updated 3 weeks ago
- kernels, of the mega variety☆502Updated last week
- LLM model quantization (compression) toolkit with hw acceleration support for Nvidia CUDA, AMD ROCm, Intel XPU and Intel/AMD/Apple CPU vi…☆806Updated this week
- Microsoft Automatic Mixed Precision Library☆622Updated last year
- Serverless LLM Serving for Everyone.☆552Updated 2 weeks ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,133Updated last month
- A high-performance inference system for large language models, designed for production environments.☆467Updated last week
- Efficient LLM Inference over Long Sequences☆391Updated 3 months ago
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆870Updated this week
- Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serv…☆214Updated last week
- Fast low-bit matmul kernels in Triton☆373Updated last week
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆678Updated last month
- NVIDIA Inference Xfer Library (NIXL)☆648Updated this week