Management Dashboard for Torchserve
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Jan 31, 2023 - Python
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torchserve
Here are 58 public repositories matching this topic...
Serving PyTorch models with TorchServe 🔥
machine-learning pytorch image-classification model-deployment model-serving pytorch-cnn mlops torchserve serve-pytorch
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Mar 7, 2023 - Jupyter Notebook
Deploy DL/ ML inference pipelines with minimal extra code.
python docker deep-learning websocket gunicorn pytorch falcon http-server triton gevent inference-server tensorflow-serving streaming-audio model-deployment model-serving serving tf-serving torchserve triton-inference-server triton-server
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Nov 20, 2024 - Python
Torchserve server using a YoloV5 model running on docker with GPU and static batch inference to perform production ready and real time inference.
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Feb 10, 2023 - Python
Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint
deep-learning pytorch artificial-intelligence self-driving-car fastai sagemaker-deployment torchserve
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Jun 19, 2021 - Jupyter Notebook
A minimalistic and pluggable machine learning platform for Kubernetes.
kubernetes machine-learning django rstudio jupyter-notebook dash minio rshiny model-serving tf-serving mlops mlflow fastapi rshi torchserve
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Sep 18, 2023 - Python
TorchServe+Streamlit for easily serving your HuggingFace NER models
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Jul 4, 2022 - Python
Deploy Swin Transformer using TorchServe
microsoft docker deploy cuda torch python3 pytorch eager-load torchscript torchserve swin-transformer
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Jul 13, 2021 - Python
Slides and notebook for the workshop on serving bert models in production
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Nov 12, 2022 - Jupyter Notebook
Pushing Text To Speech models into production using torchserve, kubernetes and react web app 😄
react kubernetes text-to-speech mongodb expressjs voice-synthesis tts-api mlops mern-project mern-stack-app torchserve text-to-speech-app ml-deployment vietnamese-text-to-speech mlopsvn tts-service tts-demo text-to-speech-service
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Jun 15, 2023 - Python
FastAPI middleware for comparing different ML model serving approaches
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Jul 5, 2023 - Python
Twin Neural Network Training with PyTorch and fast.ai and its Deployment with TorchServe on Amazon SageMaker
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May 21, 2024 - Jupyter Notebook
How to deploy TorchServe on an Amazon EKS cluster for inference.
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Mar 15, 2021 - Shell
Deploy FastAI Trained PyTorch Model in TorchServe and Host in GCP's AI-Platform Prediciton.
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Mar 31, 2021 - Python
This paper compares Flask, FastAPI, and TorchServe for deploying PyTorch models. Flask is simple, FastAPI adds performance, and TorchServe is best for large-scale production. FastAPI is ideal for small deployments, while TorchServe suits complex environments. AWS Lambda is suggested for advanced use cases.
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Dec 23, 2020 - Python
Quick and easy tutorial to serve HuggingFace sentiment analysis model using torchserve
devops tutorial deployment sentiment-analysis rest-api model inference huggingface bert-models torchserve
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Apr 9, 2022 - Python
DET is an end-to-end tool for extracting Key-Value pairs from a variety of documents, built entirely on PyTorch and served using TorchServe.
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Nov 14, 2021 - Jupyter Notebook
Predicting musical valence of Spotify songs using PyTorch.
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Jun 14, 2020 - Python
TorchServe images with specific Python version working out-of-the-box.
docker container torch pytorch pytorch-containers neural-networks container-image serving-pytorch-models torchserve
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Dec 10, 2024 - Python
This repo implements a minimalistic pytorch_lightning + neptune + torchserve flow for (computer vision) model training and deployment
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Dec 27, 2021 - Python
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