Management Dashboard for Torchserve
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Jan 31, 2023 - Python
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torchserve
Here are 37 public repositories matching this topic...
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 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
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
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
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
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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Mar 7, 2025 - Python
Predicting musical valence of Spotify songs using PyTorch.
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Jun 14, 2020 - 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
Serving BERT embeddings via Torchserve
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Apr 8, 2021 - Python
Deploy App for MNIST Classification using TorchServe and Flask
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Jul 16, 2022 - Python
Tutorial on how to run MNIST using Torch-Serve
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Feb 7, 2021 - Python
helps to classify dogs breed
html docker aws lightning pytorch hydra gradio onnx fastapi huggingface torchscript torchserve prouction
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Dec 19, 2024 - Python
GUI for managing your TorchServe server
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Mar 18, 2025 - Python
🥏 My source code for MSRA-USTC Joint Innovation Project 2021 Track AI System: Deploying deep learning model on Docker to prepare for large-scale inference.
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May 25, 2021 - Python
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