ml-serving

There are 1 repository under ml-serving topic.

awesome-mlops / awesome-ml-serving
A curated list of awesome open source and commercial platforms for serving models in production 🚀
awesome awesome-list data-science dataops datascience deep-learning experiment-management kubernetes machine-learning machine-learning-service microservice ml-lifecycle ml-serving mlops model-management orchestration serverless
19
entrpn / serving-model-cards
Collection of OSS models that are containerized into a serving container
machine-learning machine-learning-models vertex-ai blip clip dreambooth gcp ml ml-serving ml-training stable-diffusion vertexai esrgan hugging-face huggingface huggingface-diffusers huggingface-transformers t5 dataflow
Language:Python 16
gasparian / ml-serving-template
Serving large ml models independently and asynchronously via message queue and kv-storage for communication with other services [EXPERIMENT]
fasttext semantic-clustering clustering falcon bjoern rabbitmq redis pubsub machine-learning ml-ops ml-serving ml-production ml-deployment ml-web-app redis-client rabbitmq-client rabbitmq-python pika rpc
Language:Python 15
jeongukjae / lightgbm-serving
A lightweight server for LightGBM
lightgbm serving ml-serving
Language:C++ 15
bodywork-pipeline-with-aporia-monitoring
bodywork-ml / bodywork-pipeline-with-aporia-monitoring
Integrating Aporia ML model monitoring into a Bodywork serving pipeline.
kubernetes machine-learning ml-monitoring ml-serving ml-training mlops python
Language:Jupyter Notebook 4
YeonwooSung / MLOps
Miscellaneous codes and writings for MLOps
ai ai-as-a-service aws llm llm-inference llm-ops ml-serving mlops multimodal bentoml triton-inference-server apache-iceberg data-intensive-applications docker kubernetes spark spark-nlp rag vector-database vectordb
Language:Jupyter Notebook 4
datawiz-thailand / projects
Applied Machine Learning Projects
machine-learning python-backend restful-api ml-serving applications
Language:Jupyter Notebook 1
varvarvarvar / language_identification
:globe_with_meridians: Language identification for Scandinavian languages
prometheus grafana pytorch mlflow docker s3 flask language-identification mlflow-docker mlflow-ui lstm pytorch-lstm language-detection mlflow-pytorch ml-monitoring ml-pipeline ml-serving ml-deployment cicd wili-2018-dataset
Language:Python 1
Adalitix / serving
Resources for serving models in production
clipper cloud-computing ml-serving
Language:Python 0
cmpark0126 / trytune-py
Heterogeneous System ML Pipeline Scheduling Framework with Triton Inference Server as Backend
k8s ml-serving triton-inference-server
Language:Python 0