powerserve-project / PowerServeLinks
High-speed and easy-use LLM serving framework for local deployment
☆122Updated 2 months ago
Alternatives and similar repositories for PowerServe
Users that are interested in PowerServe are comparing it to the libraries listed below
Sorting:
- ☆165Updated last week
- Bamboo-7B Large Language Model☆93Updated last year
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆234Updated 10 months ago
- KV cache compression for high-throughput LLM inference☆141Updated 8 months ago
- CPM.cu is a lightweight, high-performance CUDA implementation for LLMs, optimized for end-device inference and featuring cutting-edge tec…☆197Updated 3 weeks ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆72Updated 3 months ago
- LLM Inference on consumer devices☆124Updated 6 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆141Updated last month
- A safetensors extension to efficiently store sparse quantized tensors on disk☆167Updated this week
- ☆120Updated last year
- PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation☆30Updated 10 months ago
- [EMNLP Findings 2024] MobileQuant: Mobile-friendly Quantization for On-device Language Models☆68Updated last year
- Fast OS-level support for GPU checkpoint and restore☆238Updated last week
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆62Updated 3 weeks ago
- ☆95Updated 6 months ago
- ☆37Updated 2 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆760Updated 7 months ago
- ☆152Updated 3 months ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆180Updated 6 months ago
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆304Updated 4 months ago
- An innovative library for efficient LLM inference via low-bit quantization☆350Updated last year
- ☆429Updated 3 weeks ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆320Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆424Updated 4 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆271Updated 4 months ago
- A model serving framework for various research and production scenarios. Seamlessly built upon the PyTorch and HuggingFace ecosystem.☆24Updated 11 months ago
- ☆78Updated 10 months ago
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆658Updated 5 months ago
- Modular and structured prompt caching for low-latency LLM inference☆100Updated 11 months ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆265Updated 2 months ago