Research
Notebook-first workflows
Machine learning platform
Swarmie ML Compute
A governed machine-learning engineering surface for research, training, inference, evaluation, and deployment across the Swarmie empire.
PyTorchTensorFlowJAXOpenAI SDKHugging FaceVertex AI
Recommended domain
ml.swarmie.org
Primary brand domain
Best for teams that need PyTorch, TensorFlow, JAX, OpenAI SDK, Hugging Face, Azure ML, and Vertex AI in one coherent workflow.
Train
Repeatable pipelines
Serve
Inference endpoints
Govern
Security and drift
Website architecture
| Layer | What it does | Why it matters |
|---|---|---|
| Frameworks | PyTorch, TensorFlow, and JAX for training and experimentation | Supports modern ML workloads |
| Providers | OpenAI SDK, Hugging Face, Azure ML, and Google Vertex AI | Keeps cloud and model options flexible |
| Ops | Validation, evaluation, registry, monitoring, and rollback | Makes ML production-safe |
$99
ML Starter
Notebooks, datasets, and baseline experiments.
$399
ML Pro
Training jobs, evaluation, and inference endpoints.
$1.5K
ML Scale
RAG, agents, monitoring, and governed deployment.
Custom
ML Enterprise
Dedicated compute, security review, and rollout support.
Unified workflow
Research, data, training, and deployment in one system.
Provider choice
OpenAI, Hugging Face, Azure, and Vertex without lock-in.
Governance
Drift, security, evaluation, and rollback built in.