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My learning notes/codes for ML SYS.
A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.
neuralmagic / nm-vllm
Forked from vllm-project/vllmA high-throughput and memory-efficient inference and serving engine for LLMs
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
A low-latency & high-throughput serving engine for LLMs
🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.
depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSy…
A list of awesome compiler projects and papers for tensor computation and deep learning.
🆓免费的 ChatGPT 镜像网站列表，持续更新。List of free ChatGPT mirror sites, continuously updated.
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
Mimix: A Text Generation Tool and Pretrained Chinese Models
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
本项目是针对医疗数据，进行命名实体识别。项目中有600份标注好的电子病历文本，共需识别含解剖部位、独立症状、症状描述、手术和药物五类实体。该领域的命名实体识别问题是自然语言处理中经典的序列标注问题。
A Chinese data set extracted from CN-DBpedia for training on model TransE
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
A methodology to process triples data from the Freebase data dumps.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
A faster pytorch implementation of faster r-cnn
A PyTorch Implementation of Single Shot MultiBox Detector
Convolutional recurrent network in pytorch
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.
Nested Named Entity Recognition for Chinese Biomedical Text
中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc