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Projects in Awesome Lists tagged with bentoml
A curated list of projects in awesome lists tagged with bentoml .
https://github.com/bentoml/openllm
Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.
bentoml fine-tuning llama llama2 llama3-1 llama3-2 llama3-2-vision llm llm-inference llm-ops llm-serving llmops mistral mlops model-inference open-source-llm openllm vicuna
Last synced: 16 Dec 2024
https://github.com/bentoml/OpenLLM
Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint, locally and in the cloud.
ai bentoml falcon fine-tuning llama llama2 llm llm-inference llm-ops llm-serving llmops mistral ml mlops model-inference mpt open-source-llm openllm stablelm vicuna
Last synced: 26 Oct 2024
https://github.com/bentoml/yatai
Model Deployment at Scale on Kubernetes 🦄️
bentoml k8s kubernetes machine-learning mlops model-deployment model-serving
Last synced: 18 Dec 2024
https://github.com/bentoml/Yatai
Model Deployment at Scale on Kubernetes 🦄️
bentoml k8s kubernetes machine-learning mlops model-deployment model-serving
Last synced: 29 Oct 2024
https://github.com/aarnphm/whispercpp
Pybind11 bindings for Whisper.cpp
audio-transcription bazel bentoml mlops-workflow nix pybind11 python3 whisper whisper-cpp
Last synced: 20 Dec 2024
https://github.com/ahmedbesbes/audiolizr
A bentoML-powered API to transcribe audio and make sense of it
bentoml bentoml-service docker nlp openai openai-whisper pytube speech-recognition t5 torch transformers
Last synced: 23 Nov 2024
https://github.com/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.
actions bentoml css deployment docker dvc fastapi flask heroku heroku-deployment html5 kivymd machine-learning mlflow mlops streamlit webapp
Last synced: 13 Nov 2024
https://github.com/bentoml/diffusers-examples
API serving for your diffusers models
bentoml diffusers model-deployment model-serving
Last synced: 13 Nov 2024
https://github.com/ttop32/kogpt2novel
Generate novel text - novel finetuned from skt KoGPT2 base v2 - 한국어
bentoml deployment docker fastai fine-tuning finetune generate-text gpt2 huggingface kogpt2 korean korean-nlp korean-text-processing kubernates kubernaut nlp okteto pytorch transformer web
Last synced: 11 Nov 2024
https://github.com/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
bentoml keras keras-neural-networks lstm lstm-sentiment-analysis machine-learning machine-learning-algorithms sentiment-analysis-visualization visualizations
Last synced: 17 Dec 2024
https://github.com/mlh-fellowship/auto-tagger
To automatically tag people in various chat groups
auto-tagging bentoml discord-bot named-entity-recognition
Last synced: 17 Dec 2024
https://github.com/mlh-fellowship/flask-ml
Flask-ML grants any type of user (not only data scientist) an easy and compact UI Tool that supports BentoML to process images based on state-of-the-art machine learning approaches.
bentoml bootstrap flask hackathon html5 javascript jinja2-templates popen
Last synced: 17 Dec 2024
https://github.com/bentoml/bentorag
Tutorial: Build RAG Apps with Custom Models Served with BentoML
bentoml llamaindex llamaindex-tutorials rag
Last synced: 13 Nov 2024
https://github.com/sayakpaul/bentoml-explorations
Contains my experiments made with the mighty library BentoML
bentoml python rest-api scikit-learn tensorflow zomato
Last synced: 15 Dec 2024
https://github.com/dudeperf3ct/model-deployment
Deploying machine learning model using 10+ different deployment tools
bentoml fastapi kserve kubernetes mlops mlserver rayserve seldon serverless-framework
Last synced: 08 Nov 2024
https://github.com/dudeperf3ct/10-bentoml-deploy
aws-lambda azure-functions bentoml docker kubernetes mlops transformers
Last synced: 08 Nov 2024
https://github.com/jbris/time-series-airflow-kafka-spark
A simple demonstration of an Airflow-Kafka-Spark (AKS) stack for online time series forecasting.
airflow airflow-dags bentoml bentoml-service kafka kafka-consumer kafka-producer kafka-streams minio mlflow mlflow-tracking-server mlops mlops-workflow online-learning spark spark-sql spark-streaming time-series time-series-analysis time-series-forecasting
Last synced: 13 Nov 2024
https://github.com/jbris/mlflow-bentoml-integration
Testing the integration of MLFlow and BentoML
bentoml bentoml-service boto3 botocore devops docker docker-compose hydra hydra-core minio minio-server mlflow mlflow-docker mlflow-tracking mlflow-tracking-server mlops mlops-workflow s3 s3-bucket
Last synced: 13 Nov 2024
https://github.com/jbris/pymc-mlflow-deployment
Testing deployment of PyMC models using MLFlow and BentoML.
bayesian-inference bayesian-statistics bentoml bentoml-service boto3 botocore devops docker hydra minio minio-server mlflow mlflow-tracking mlflow-tracking-server mlops mlops-workflow pymc pymc-experimental
Last synced: 13 Nov 2024
https://github.com/md-emon-hasan/artificial-intelligence-engineer
This is likely featuring projects and resources related to AI. It may include code examples, tutorials related to AI concepts, algorithms, and applications.
artificial-intelligence bentoml circleci computer-vision data-science deep-learning deployment development devops docker dvc evidentlyai flask framkework library machine-learning mlops natural-language-processing python
Last synced: 13 Nov 2024
https://github.com/md-emon-hasan/bentoml
BentoML is a high-performance model serving framework it provides various scripts and configurations to help streamline and deployment process.
ai bentoml data-science ml-engineering mlops model-deployment model-serving
Last synced: 13 Nov 2024
https://github.com/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. 🤖
bentoml dvc ml mlflow mlops mlops-basics practices tfx zenml
Last synced: 11 Nov 2024
https://github.com/datarohit/bentoml-learning
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.
bentoml svm-classifier swagger
Last synced: 05 Nov 2024
https://github.com/mlh-fellowship/1.0.5-profanity-filters-bot
profanity filter discord bot
Last synced: 17 Dec 2024
https://github.com/martinkalema/bentoml-test
Learnt bentoML
bentoml localstorage mlops rest-api
Last synced: 12 Nov 2024
https://github.com/hk669/bentoml
BentoML is a model serving framework that makes it easy to deploy machine learning models in production.
Last synced: 22 Nov 2024
https://github.com/jxareas/phone-price-prediction
Evaluating several Machine Learning Models in order to predict the price of a phone.
anaconda bentoml decision-trees docker linear-regression machine-learning pipenv python regression sklearn xgboost
Last synced: 19 Nov 2024
https://github.com/gordonmurray/clip_vectorization_bentoml
BentoML Service for CLIP Image Vectorization
Last synced: 16 Dec 2024
https://github.com/gordonmurray/terraform_aws_ecs_bentoml
Deploy BentoML to ECS on AWS using Terraform to create vectors quickly and easily.
aws bentoml ecs openclip terraform vectorization
Last synced: 16 Dec 2024
https://github.com/gordonmurray/bentoml
This project provides an API for vectorizing images using OpenAI's CLIP model, packaged and served with BentoML. It allows you to send images to the API and receive a vector representation that encodes meaningful features of the image.
Last synced: 16 Dec 2024
https://github.com/mohsenim/bentoml-deploy-docker
Serving and Deploying Machine Learning Models with BentoML
bentoml deployment docker machine-learning rest-api xgboost
Last synced: 13 Dec 2024
