SJTU-IPADS / PowerInferLinks
High-speed Large Language Model Serving for Local Deployment
☆8,347Updated 2 months ago
Alternatives and similar repositories for PowerInfer
Users that are interested in PowerInfer are comparing it to the libraries listed below
Sorting:
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,763Updated last year
- Tensor library for machine learning☆13,230Updated last week
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,112Updated last month
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,951Updated 5 months ago
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and support state-of-the-art optimizati…☆11,773Updated this week
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,165Updated last year
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,134Updated last week
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆4,336Updated last month
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,055Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,680Updated last year
- Large Language Model Text Generation Inference☆10,550Updated 3 weeks ago
- Python bindings for llama.cpp☆9,635Updated last month
- Universal LLM Deployment Engine with ML Compilation☆21,440Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,289Updated 2 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,634Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆7,627Updated this week
- Run Mixtral-8x7B models in Colab or consumer desktops☆2,325Updated last year
- lightweight, standalone C++ inference engine for Google's Gemma models.☆6,579Updated last week
- SGLang is a fast serving framework for large language models and vision language models.☆18,662Updated this week
- Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).☆7,064Updated 2 months ago
- Large World Model -- Modeling Text and Video with Millions Context☆7,348Updated 11 months ago
- Tools for merging pretrained large language models.☆6,337Updated 3 weeks ago
- OpenChat: Advancing Open-source Language Models with Imperfect Data☆5,430Updated last year
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆17,925Updated this week
- Inference Llama 2 in one file of pure C☆18,801Updated last year
- PyTorch native post-training library☆5,523Updated this week
- A series of large language models trained from scratch by developers @01-ai☆7,842Updated 10 months ago
- A Next-Generation Training Engine Built for Ultra-Large MoE Models☆4,912Updated last week
- AirLLM 70B inference with single 4GB GPU☆6,263Updated last month
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,902Updated 2 years ago