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Unleash your pioneering spirit

Being the first to solve complex problems is hard.
Valohai makes it easier.

Richard 9:02 AM
Unstructured data, tricky codebase, models in production. How do we scale?
Ellie 9:02 AM
Most platforms are toys. We need something that grown-ups play with.
Valohai 9:02 AM
We got you.

Valohai is what an ML pioneer needs.

Nothing more. Nothing less.

Daniel 9:02 AM
Is dataset-67 or dataset-68 in production?
Lizzy 9:02 AM
Only Bobby knows lol. He left last week :(
Filippe 9:02 AM
I really wish we had a platform for this…

A platform that stores all knowledge.

Knowledge repository

Valohai automatically tracks every asset from code and data to logs and hyperparameters, offering full lineage of how the dataset were generated and models were trained. In Valohai, all the runs are reproducible by design.

Everything you do in the Valohai platform can also be shared with your team, and there is no need for separate model registries or metadata stores.

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Shared and stored for your convenience

Experiments

Metrics, metadata, logs – all versioned automatically.

Datasets

Collect and combine files into versioned datasets.

Models

Inspect the full lineage of every model ever trained.
Birgitte 9:02 AM
Who owns the TPU cluster tigerpaw-52gf9ac?
Rich 9:02 AM
OMG forgot to shut it again! Was it costly?
Larry Jr 9:02 AM
If only we had something that shut things down automatically.

A platform that makes cloud simple.

Smart Orchestration

The Valohai Platform allows you to easily run on the powerful cloud machines with a single click (UI) or a single command (CLI & API). Model deployment, complex multi-cloud pipelines, and massive grid searches are all handled optimally by the auto-scaling queue.

Valohai can be set up on any cloud vendor or on-premise setup to automatically orchestrate machines and deployments so you don’t need to worry about spinning up and shutting down costly resources.

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Integrates with these and many more.

Snowflake
Redshift
Bigquery
Tecton
Labelbox
Sama

Runs on but not limited to.

AWS
Azure
Google Cloud Platform
OpenStack
Scaleway
Kubernetes
Sam 9:02 AM
I found a perfect library to solve my data processing problem. How do I plug it in?
Theo 9:02 AM
You can file a ticket to the platform team… I wouldn’t hold my breath.
Sona 9:02 AM
Ugh, I wish we had something that wasn’t so restrictive.

A platform that doesn’t limit your creativity.

Developer core

Valohai’s streamlined world class APIs ensure that steps integrate together, regardless of who wrote the the code.

Combine Jupyter notebooks with datasets from Spark, augment your image data with a 3D engine, automatically train 100 different models and deploy the best one – without touching a button. Pipelines can be integrated any existing systems through the API and pipelines can be triggered to retrain models whenever needed.

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Flexibility is important when you’re building something new.

Any framework, any language

Anything you can put in a Docker container, you can run in Valohai.

Notebooks and scripts

Collect and combine files into versioned datasets.

Integrate as you see fit

Inspect the full lineage of every model ever trained.

Take ML to new places