![Slurm orchestration](/assets/img/slurm-preview.png)
![Slurm logo](/assets/img/logo-icons/slurm.png)
Valohai Ecosystem
Slurm
Manage your ML workflows on Slurm clusters
The Valohai MLOps platform makes it easy to orchestrate ML workloads on High-Performance Computing and multi/hybrid cloud without changing your preferred ways of working.
- Agnostic orchestration with auto-scaling and auto-caching systems
- Automatic versioning with complete lineage of your ML experiments
- Unlimited integrations with your favorite technologies through API
Experience High-Performance Computing like never before!
ML Pioneers across industries choose Valohai
![Penguin Random House](/assets/img/prh.png)
![Onc.ai](/assets/img/onc.png)
![SharperShape](/assets/img/sharpershape.png)
The MLOps platform purpose-built for ML Pioneers
Valohai is the first and only cloud-agnostic, MLOps platform that ensures end-to-end automation and reproducibility. Think CI/CD for ML.
Knowledge repository
Store and share the entire model lifecycle
![Knowledge Repository](/assets/img/knowledge-repository-frontpage.png)
Collaborate on anything from models, datasets and metrics.
With Valohai, you can:
- Automatically version every run to preserve a full timeline of your work.
- Compare metrics over different runs and ensure you & your team are making progress.
- Curate and version datasets without duplicating data.
Smart orchestration
Run ML workloads on any hybrid multicloud with a single click
![Smart Orchestration](/assets/img/smart-orchestration-frontpage.png)
Execute anything on any infrastructure with a single click, command or API call.
With Valohai, you can:
- Execute anything on any infrastructure with a single click, command or API call.
- Orchestrate ML workloads on any cloud or on-premise machines.
- Deploy models for batch and real-time inference, and continuously track the metrics you need.
Developer core
Build with total freedom and use any libraries you want
![Developer Core](/assets/img/developer-core-2-frontpage.png)
Your code, your way. Any language or framework is welcome.
With Valohai, you can:
- Turn your scripts into an ML powerhouse with a few simple lines.
- Develop in any language and use any external libraries you need.
- Integrate into any existing systems such as CI/CD using our API and webhooks.
![Petr Jordan, CTO at Onc.AI](/assets/img/petr.jpeg)
We don’t have to think too much about committing to one cloud provider. We can develop everything within the multi-cloud setup under Valohai with minimal changes to our code.
Petr Jordan, CTO at Onc.AI
![Renaud Allioux](/assets/img/renaud.jpg)
Building a barebones infrastructure layer for our use case would have taken months, and that would just have been the beginning. The challenge is that with a self-managed platform, you need to build and maintain every new feature, while with Valohai, they come included.
Renaud Allioux, CTO & Co-Founder, Preligens
Runs on but not limited to:
![AWS](/assets/img/logo-icons/aws.png)
![Azure](/assets/img/logo-icons/azure.png)
![Google Cloud Platform](/assets/img/logo-icons/gcp.png)
![OpenStack](/assets/img/logo-icons/openstack.png)
![Scaleway](/assets/img/logo-icons/scaleway.png)
![Kubernetes](/assets/img/logo-icons/kubernetes.png)
Integrates with these and many more:
![Snowflake](/assets/img/logo-icons/snowflake.png)
![Redshift](/assets/img/logo-icons/redshift.png)
![Bigquery](/assets/img/logo-icons/bigquery.png)
![Tecton](/assets/img/logo-icons/tecton.png)
![Sama](/assets/img/logo-icons/sama.png)