Ecosyste.ms: Repos

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GitHub topics: bentoml

Repositories

swiss-ai-center/a-guide-to-mlops

A simple yet complete guide to MLOps tools and practices - from a conventional way to a modern approach of working with ML projects.

Language: Dockerfile - Size: 27.4 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 18 - Forks: 1

YeonwooSung/MLOps

Miscellaneous codes and writings for MLOps

Language: Jupyter Notebook - Size: 455 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 4 - Forks: 0

bentoml/plugins

the swish knife to all things bentoml.

Language: Starlark - Size: 1.17 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 6 - Forks: 1

ThuanNaN/RacketAI_Backend

Deploy deep learning models via microservice architecture.

Language: Python - Size: 144 KB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 0 - Forks: 0

bentoml/Yatai

Model Deployment at Scale on Kubernetes 🦄️

Language: TypeScript - Size: 11.6 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 765 - Forks: 70

mohsenim/BentoMl-Deploy-Docker

Serving and Deploying Machine Learning Models with BentoML

Language: Jupyter Notebook - Size: 1.82 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

izam-mohammed/MLOps-Blueprints

My practices in mlops tools 🥵. Feel free to explore the various scripts and files ⚙️. I am just diving into the world of production-ready Machine Learning with streamlined workflows. 🤖

Language: Jupyter Notebook - Size: 63.5 KB - Last synced: 24 days ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

sinhaGuild/ml-streming-kafka-cdc Fork of jaumpedro214/ml-streming-kafka-cdc

Machine Learning (Streaming) with KAFKA, Debezium and BentoML Service.

Size: 15.6 KB - Last synced: 28 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

bentoml/OpenLLM

Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint, locally and in the cloud.

Language: Python - Size: 38.3 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 8,657 - Forks: 541

aarnphm/whispercpp

Pybind11 bindings for Whisper.cpp

Language: C++ - Size: 2.28 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 298 - Forks: 52

mattborghi/iris-classification-bentoml

Iris Classification problem deployed using BentoML

Language: Python - Size: 195 KB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

bentoml/gallery 📦

BentoML Example Projects 🎨

Language: Python - Size: 123 MB - Last synced: 13 days ago - Pushed: over 1 year ago - Stars: 133 - Forks: 50

egpivo/llmchatbot

Chatbot with LLM

Language: Python - Size: 521 KB - Last synced: 4 days ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

MartinKalema/bentoML-test

Learnt bentoML

Language: Python - Size: 11.7 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

bentoml/BentoRAG

Tutorial: Build RAG Apps with Custom Models Served with BentoML

Language: Python - Size: 12 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 4 - Forks: 0

JBris/time-series-airflow-kafka-spark

A simple demonstration of an Airflow-Kafka-Spark (AKS) stack for online time series forecasting.

Language: Python - Size: 699 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

JBris/pymc-mlflow-deployment

Testing deployment of PyMC models using MLFlow and BentoML.

Language: Python - Size: 119 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

JBris/mlflow-bentoml-integration

Testing the integration of MLFlow and BentoML

Language: Python - Size: 113 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

dtemir/fellowship-prediction

Analyzes your GitHub Profile and presents you with a report on how likely you are to become the next MLH Fellow!

Language: Jupyter Notebook - Size: 2.58 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 49 - Forks: 5

bentoml/diffusers-examples

API serving for your diffusers models

Language: Python - Size: 57.6 KB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 10 - Forks: 3

ahmedbesbes/audiolizr

A bentoML-powered API to transcribe audio and make sense of it

Language: Python - Size: 10.6 MB - Last synced: 15 days ago - Pushed: over 1 year ago - Stars: 38 - Forks: 2

Pythondeveloper6/Awesome-MLOPS

All the available resources to master MLOPS from scratch

Size: 59.6 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 30 - Forks: 4

aliabbasjaffri/fashion-mnist-metaflow-bentoml-pipeline

A pipeline built on MetaFlow for training Fashion MNIST dataset using Pytorch, experiment tracking using MLFlow and model deployment using BentoML

Language: Python - Size: 146 KB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 0

pirocheto/template-ml-bentoml

Template to deploy machine learning model with BentoML

Language: Python - Size: 92.8 KB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

MLH-Fellowship/0.1.2-sentiment-analysis-visualization

Machine Learning Web Application. Helps to visualize a character-by-character breakdown of how sentiment analysis classifies text

Language: Python - Size: 43.2 MB - Last synced: 25 days ago - Pushed: about 1 year ago - Stars: 5 - Forks: 5

dudeperf3ct/Model-Deployment

Deploying machine learning model using 10+ different deployment tools

Language: Python - Size: 4.07 MB - Last synced: 9 months ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 3

dudeperf3ct/10-bentoml-deploy

Language: Python - Size: 8.79 KB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 3

GitHub repo showcasing a SVM-based Iris flower species classifier. Leveraging BentoML for model deployment and Swagger API integration. Trained on the Iris dataset with 150 instances from 3 species. Ready for collaborative contributions.

Language: Python - Size: 5.86 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Hk669/BentoML

BentoML is a model serving framework that makes it easy to deploy machine learning models in production.

Language: Python - Size: 116 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

MemoonaTahira/MLZoomcamp2022

My repo for the Machine Learning Engineering bootcamp 2022 by DataTalks.Club

Language: Jupyter Notebook - Size: 204 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 20 - Forks: 4

jaeyeongs/bentoml_example

BentoML for MLOps

Language: Python - Size: 9.77 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

MLH-Fellowship/Auto-Tagger

To automatically tag people in various chat groups

Language: Python - Size: 73.2 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 3

bentoml/yatai-chart 📦

Helm Chart for installing Yatai on Kubernetes ⎈

Language: Mustache - Size: 4.27 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 7 - Forks: 9

eunsour/bentoml-transformers-tutorial

Language: Python - Size: 2.93 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

tiagotele/BentoML-experiments

BentoML experiments

Language: Python - Size: 6.84 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

aliabbasjaffri/mnist-zenml-bentoml-pipeline

A pipeline built on ZenML for training digit MNIST dataset using Pytorch, experiment tracking using MLFlow and model deployment using BentoML

Language: Python - Size: 26.4 KB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

lsjsj92/python_bentoml_example

Python bentoML(API serving for machine learning model) example & tutorial code

Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 2

wonyoungseo/tuto-bentoml-nsmc-sentiment-clf

Quick example of Korean sentiment classification with BentoML serving

Language: Python - Size: 15.6 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Nneji123/Serving-Machine-Learning-Models

This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.

Language: CSS - Size: 709 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 35 - Forks: 5