mlops-labs-team1 engineering.labs issues

mlops-labs-team1 / engineering.labs

The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info

https://github.com/mlops-labs-team1/engineering.labs/wiki

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Add essay for englab medium article

#50 michelav opened 3 years ago
0
Move training to smaller VM

#49 savagej closed 3 years ago
0
model_save_path bug

#48 savagej closed 3 years ago
0
Fix MLProject extra param

#47 savagej closed 3 years ago
0
Updates to make the training process a bit smoother

#46 savagej closed 3 years ago
1
Create a tool to generate a ML component repository

#45 michelav opened 3 years ago
0
Define templates for ML Component source repository

#44 michelav opened 3 years ago
0
Update bert-classifier/README.md

#43 savagej closed 3 years ago
0
Train our best model

#42 savagej closed 3 years ago
0
Remove docker cache

#41 anayden closed 3 years ago
0
Add a basic smoke test

#40 savagej opened 3 years ago
1
Removed `Lab1` directory

#39 savagej closed 3 years ago
1
Review Documentation

#38 michelav closed 3 years ago
0
Fix trainer script

#37 anayden closed 3 years ago
0
Created bert-classifier README

#36 savagej closed 3 years ago
1
Run training from master only

#35 anayden closed 3 years ago
0
Cleanup

#34 anayden closed 3 years ago
0
Training every pull request is probably overkill

#33 savagej closed 3 years ago
0
Train our best model

#32 savagej closed 3 years ago
1
labml for monitoring

#31 vpj closed 3 years ago
0
Flask app updates

#30 savagej closed 3 years ago
1
Set TF Infra in Place

#29 michelav closed 3 years ago
0
Update release process

#28 anayden closed 3 years ago
0
Remove Serving Node from architecture

#27 michelav closed 3 years ago
1
Change flask app serve URI

#26 savagej closed 3 years ago
0
Update architecture and workflow after removing Serving Nodes

#25 michelav closed 3 years ago
0
Add a config file for torchserve

#24 savagej closed 3 years ago
0
Deploy serving image into Cloud Run Service

#23 michelav closed 3 years ago
3
Abstract the project to be a generic MLFlow training \ serving pipeline for ML-based projects

#22 michelav opened 3 years ago
0
Turn on job control

#21 savagej closed 3 years ago
3
Simplify requirements.txt

#20 savagej closed 3 years ago
2
Setup GH Actions

#19 anayden closed 3 years ago
0
Update github actions to match workflow

#18 savagej closed 3 years ago
1
I think we can tidy up the requirements and conda files now that we have this fixed. That's for another PR though.

#17 savagej closed 3 years ago
0
Add a flag to explicitly state the torchserve model_store location

#16 savagej closed 3 years ago
0
Update code for new transformers version

#15 savagej closed 3 years ago
0
Deploying a trained model to a docker image

#14 savagej closed 3 years ago
2
Update for new version of transformers

#13 savagej closed 3 years ago
0
Automatic infra creation for experiments

#12 michelav closed 3 years ago
1
Created a `requirements-torchserve.txt` file

#11 savagej closed 3 years ago
1
Flask app on google app engine

#10 savagej closed 3 years ago
0
unicode error in flask app

#9 savagej closed 3 years ago
2
Update news_classifier.py

#8 savagej closed 3 years ago
0
Add GitHub Actions stubs

#7 anayden closed 3 years ago
1
Dockerize TorchServe

#6 anayden closed 3 years ago
1
Add GCP credentials to the trainer node

#5 anayden closed 3 years ago
1
Arch and Workflow

#4 michelav closed 3 years ago
0
Flask app

#3 savagej closed 3 years ago
1
Changes to the training code & handler

#2 vpj opened 3 years ago
0
Initial load from Michel's repo

#1 michelav closed 3 years ago
0