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集合主题趋势排行榜
#

serving

Website
Wikipedia
https://static.github-zh.com/github_avatars/ray-project?size=40
ray-project / ray

#大语言模型#Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

raydistributedparallel机器学习reinforcement-learning深度学习Pythonrllibhyperparameter-searchoptimization数据科学hyperparameter-optimizationserving部署PyTorchTensorflowllm-servinglarge-language-models大语言模型llm-inference
Python 37.79 k
3 小时前
https://static.github-zh.com/github_avatars/tensorflow?size=40
tensorflow / serving

#计算机科学#A flexible, high-performance serving system for machine learning models

机器学习深度学习深度神经网络PythonC++神经网络servingTensorflow
C++ 6.29 k
4 天前
vespa-engine/vespa
https://static.github-zh.com/github_avatars/vespa-engine?size=40
vespa-engine / vespa

#搜索#AI + Data, online. https://vespa.ai

vespa搜索引擎big-data人工智能servingserving-recommendation机器学习ServerTensorflowJavaC++vector-search
Java 6.23 k
2 天前
https://static.github-zh.com/github_avatars/volcano-sh?size=40
volcano-sh / volcano

#计算机科学#A Cloud Native Batch System (Project under CNCF)

batch-systemsKubernetesGohpcbigdata机器学习gene人工智能servingtraining
Go 4.79 k
2 天前
https://static.github-zh.com/github_avatars/SeldonIO?size=40
SeldonIO / seldon-core

#计算机科学#An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

Kubernetes机器学习部署servingmlopsaiopsmachine-learning-operationsproduction-machine-learning
Go 4.56 k
1 天前
https://static.github-zh.com/github_avatars/ahkarami?size=40
ahkarami / Deep-Learning-in-Production

#计算机科学#In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

深度学习深度神经网络PythonPyTorchtesnorflowKerasmxnetcaffe2productionservingC++model-serving教程FlaskREST APIReactAngularTensorflow
4.35 k
8 个月前
https://static.github-zh.com/github_avatars/pytorch?size=40
pytorch / serve

#计算机科学#TorchServe是一个高性能、灵活且易于使用的工具,用于在生产级环境中提供PyTorch模型的服务。

PyTorch机器学习mlopsservingDockerKubernetesoptimizationcpugpu监控深度学习
Java 4.34 k
14 天前
https://static.github-zh.com/github_avatars/Lightning-AI?size=40
Lightning-AI / LitServe

#计算机科学#The easiest way to deploy agents, MCP servers, models, RAG, pipelines and more. No MLOps. No YAML.

人工智能APIserving深度学习developer-toolsFastAPIREST APIWeb
Python 3.34 k
6 天前
https://static.github-zh.com/github_avatars/PaddlePaddle?size=40
PaddlePaddle / FastDeploy

#大语言模型#High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle

servingernie大语言模型inferencellm-servingopenaivllmernie-45ernie-45-vl
C++ 3.34 k
14 小时前
georgia-tech-db/evadb
https://static.github-zh.com/github_avatars/georgia-tech-db?size=40
georgia-tech-db / evadb

#大语言模型#Database system for AI-powered apps

evavideo-analyticsserving数据库labelingobject-detection数据分析人工智能ChatGPTlangchainauto-gptgpt4allhuggingface大语言模型gpt-4agentHacktoberfest
Python 2.67 k
1 年前
https://static.github-zh.com/github_avatars/skyzh?size=40
skyzh / tiny-llm

#大语言模型#A course of learning LLM inference serving on Apple Silicon for systems engineers.

course大语言模型Pythonqwenqwen2serving
Python 2.66 k
18 天前
https://static.github-zh.com/github_avatars/tobegit3hub?size=40
tobegit3hub / tensorflow_template_application

#计算机科学#TensorFlow template application for deep learning

TensorflowtfrecordslibsvmCSV深度学习机器学习mlpcnnlstminferencetensorboardserving
Python 1.88 k
2 年前
ray-project/llm-applications
https://static.github-zh.com/github_avatars/ray-project?size=40
ray-project / llm-applications

#计算机科学#A comprehensive guide to building RAG-based LLM applications for production.

大语言模型机器学习rayanyscalefine-tuningllama2openaiserving
Jupyter Notebook 1.8 k
1 年前
https://static.github-zh.com/github_avatars/Delta-ML?size=40
Delta-ML / delta

#前端开发#DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

自然语言处理深度学习Tensorflowspeechsequence-to-sequenceseq2seqspeech-recognitiontext-classificationspeaker-verificationnlutext-generationemotion-recognitiontensorflow-liteinferenceasrservingfront-endops
Python 1.59 k
3 个月前
https://static.github-zh.com/github_avatars/dingodb?size=40
dingodb / dingo

A multi-modal vector database that supports upserts and vector queries using unified SQL (MySQL-Compatible) on structured and unstructured data, while meeting the requirements of high concurrency and ...

servingembedding-storevector-databasemysql-compatibilityembedding-searchkey-value-distributed-storevector-oceanunified-sqlstructured-dataunstructured-data
Java 1.56 k
2 天前
https://static.github-zh.com/github_avatars/PaddlePaddle?size=40
PaddlePaddle / Serving

#计算机科学#A flexible, high-performance carrier for machine learning models(『飞桨』服务化部署框架)

rpc-servicegpuPythonDockerservingpipelinepaddle深度学习predictionpredictordagmicro-service
C++ 911
2 个月前
https://static.github-zh.com/github_avatars/tobegit3hub?size=40
tobegit3hub / simple_tensorflow_serving

#计算机科学#Generic and easy-to-use serving service for machine learning models

TensorflowservingclientHTTP机器学习深度学习
JavaScript 757
3 个月前
https://static.github-zh.com/github_avatars/openvinotoolkit?size=40
openvinotoolkit / model_server

#计算机科学#A scalable inference server for models optimized with OpenVINO™

openvinoinference人工智能Edgecloud深度学习servingdagKubernetes机器学习model-servinggenai
C++ 739
4 天前
https://static.github-zh.com/github_avatars/underneathall?size=40
underneathall / pinferencia

#自然语言处理#Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

人工智能inference-serverpredictinference深度学习机器学习Pythonservingmodel-deploymenthuggingfacePyTorchTensorflowtransformers数据科学model-serving机器视觉自然语言处理paddlepaddle
Python 555
2 年前
https://static.github-zh.com/github_avatars/meta-soul?size=40
meta-soul / MetaSpore

A unified end-to-end machine intelligence platform

人工智能机器学习深度学习trainingservingabtesting
Python 537
10 个月前
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