The AI Factory for building your own frontier capabilities.
LegionEdge is an AI/ML lab dedicated to building the frontier models of the future, and to making it easier and more accessible to build your own. Every layer is offered as a service, so the stack you scale on is yours. Most of the work is open.
01Protocols02Data03Inference04Training05Compute
Our partners
- Ziva
What we provide, and why we provide it.
Model training, inference, custom infrastructure, datasets, and dedicated compute: the five things we run, and the reason behind each.
What we run
The one reason
The stack you scale on should be yours.
Every offering ends with something you keep: the weights, the hardware they serve from, the corpora, the capacity. We run the layer; you own what comes out of it. That's the reason we run all five.
Training01
Runs on our methods
Custom training and fine-tuning on our efficient-methods research, handed off as evaluated weights.
Weights, yours
Inference02
Tuned to your hardware
Models made smaller, faster, and cheaper to serve, deployed where you run.
Your hardware
Infrastructure03
Designed with the lab
Researchers scope the stack with your team, grounded in work we publish.
Open research
Datasets04
Generated and validated
Pipeline-built corpora: start from the open sets, or commission your own.
10B+ open
Compute05
Reserved, not metered
Dedicated GPU clusters priced per GPU-hour, reserved or on-demand.
$3.95 / H100-hr
Every layer of the AI stack, offered as a service.
Data of every type, training, efficiency, and a research team alongside yours: four services that end with models and data you own.
Service catalog
Your raw data01Datasets02Training03Model03InferenceYour product
04 Research partnership · across every layer
Four layers, one outcome: models, data, and infrastructure that are yours.
Products that prove the research.
Our products are testbeds for our protocols, datasets, and efficient methods: they prove the work at scale.
The future of AI should be built together.
We publish our work as it lands: papers, datasets, and model weights, open for anyone to build on.
- Open datasets10B+Synthetic code, generated and validated by our pipeline, released with the harness to reproduce it.Browse the datasets
- Open research100%Papers, model weights, and methods, published openly as they land, available for the community to build upon.Browse the registry
- Open sourceGPL 3.0W0rktree, our Rust version-control core: full history, issue tracker, and contribution guide on GitHub.Explore the core
From the lab.
Papers, specs, datasets, and announcements, published as they land, open for anyone to read.
Get started
Ready to build smarter, safer AI?
Build on the protocols, datasets, and efficient methods we publish openly: the same foundations that power Nokuva, Tavoc, and Foltrac.