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bentoml /OpenLLM

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

llama mistral fine-tuning mlops bentoml vicuna llm model-inference llmops llm-serving llm-inference open-source-llm llama2 openllm llm-ops llama3-1 llama3-2 llama3-2-vision

UpdatedMar 18, 2025
Python

bentoml /Yatai

Model Deployment at Scale on Kubernetes 🦄️

kubernetes machine-learning k8s model-deployment model-serving mlops bentoml

UpdatedMay 8, 2024
TypeScript

aarnphm /whispercpp

Pybind11 bindings for Whisper.cpp

nix bazel python3 whisper pybind11 bentoml audio-transcription mlops-workflow whisper-cpp

UpdatedDec 8, 2024
C++

Pythondeveloper6 /Awesome-MLOPS

All the available resources to master MLOPS from scratch

git docker django shape gradio automl dvc kubeflow azure-ml mlops mlflow aws-sagemaker fastapi bentoml streamlit pycaret zenml dagshub

UpdatedMay 7, 2024

bentoml /gallery

BentoML Example Projects 🎨

data-science machine-learning gallery aws-lambda serverless machine-learning-library model-management azure-machine-learning model-deployment model-serving machine-learning-workflow gcp-cloud-functions aws-sagemaker bentoml

UpdatedJan 6, 2025

yuqwu /Replace-Anything

A simple web application that lets you replace any part of an image with an image generated based on your description.

python ai inpainting bentoml stable-diffusion huggingface-diffusers segment-anything

UpdatedMay 10, 2023
Python

Serving-Machine-Learning-Models

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.

css heroku docker flask machine-learning html5 deployment actions webapp heroku-deployment dvc kivymd mlops mlflow fastapi bentoml streamlit

UpdatedFeb 15, 2023
CSS

dtemir /fellowship-prediction

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

react python heroku flask firebase bentoml

UpdatedOct 1, 2021
Jupyter Notebook

audiolizr

ahmedbesbes /audiolizr

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

nlp docker transformers torch speech-recognition openai pytube bentoml t5 bentoml-service openai-whisper

UpdatedDec 21, 2022
Python

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.

best-practices ml cml dvc mlops bentoml

UpdatedFeb 7, 2025
Dockerfile

MLZoomcamp2022

MemoonaTahira /MLZoomcamp2022

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

python docker kubernetes machine-learning deep-learning aws-lambda deployment aws-ec2 tensorflow-serving machine-learning-engineering aws-fargate tflite bentoml kserve

UpdatedAug 8, 2023
Jupyter Notebook

jerife /MLOps-on-kubernetes

MLOps Implementing "Brain Computer Interface" on Kubernetes

kubernetes machine-learning deep-learning signal-processing grafana gcp prometheus gke google-cloud-platform brain-computer-interface model-serving google-kubernetes-engine kubeflow mlops mlflow kubeflow-pipelines bentoml wandb weights-and-biases

UpdatedSep 30, 2022
Python

ttop32 /KoGPT2novel

Generate novel text - novel finetuned from skt KoGPT2 base v2 - 한국어

nlp docker web deployment pytorch transformer korean fastai korean-text-processing korean-nlp finetune fine-tuning kubernates gpt2 huggingface bentoml kubernaut generate-text okteto kogpt2

UpdatedSep 16, 2022
Jupyter Notebook

YeonwooSung /MLOps

Miscellaneous codes and writings for MLOps

docker kubernetes aws ai spark ai-as-a-service multimodal spark-nlp rag mlops apache-iceberg bentoml ml-serving vector-database triton-inference-server data-intensive-applications llm vectordb llm-inference llm-ops

UpdatedMar 12, 2025
Jupyter Notebook

bentoml /diffusers-examples

API serving for your diffusers models

model-deployment model-serving bentoml diffusers

UpdatedJan 19, 2024
Python

vaibhavsatpathy /psAI-clOps

End to End MLOps

neural-networks mlops mlflow tensorflow2 bentoml

UpdatedJan 22, 2021
Python

getlegist /versailles

🏛 ML Inference Pipeline for Legist

machine-learning huggingface bentoml

UpdatedFeb 16, 2021
Python

cheat-tos /serving

DKT Project Served by Airflow / BentoML / Docker Swarm

docker airflow dockerswarm deepknowledgetracing dkt bentoml

UpdatedJun 21, 2021
Python

bentoml /yatai-chart

Helm Chart for installing Yatai on Kubernetes ⎈

kubernetes helm model-deployment mlops bentoml yatai

UpdatedSep 8, 2022
Mustache

dudeperf3ct /Model-Deployment

Deploying machine learning model using 10+ different deployment tools

kubernetes serverless-framework seldon mlops fastapi bentoml rayserve kserve mlserver

UpdatedMay 30, 2022
Python

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