Train any AI model.Deploy in minutes.Zero infrastructure.
Fine-tune and evaluate with Federated or Traditional compute.
GPU clustering your way. Deploy OpenAI-compatible APIs instantly.
No infrastructure. No limits. Your choice.
First Federated Compute Platform • Zero Infrastructure • Unlimited Scale
Simple workflow.Powerful pipeline.Your choice of compute.
From dataset to production in 4 simple steps. Choose your compute model. See the detailed 8-step pipeline. All in one place.
Simple 4-step workflow
From dataset connection to production API
Connect your dataset
Upload files, connect HuggingFace, or sync from external sources. We validate, score, and prepare it automatically.
Choose model & method
Select any base model. Pick your training method. Configure in minutes.
Train with your choice
Choose Federated or Traditional compute. Select Instance GPU or Cluster GPU. Train faster, cheaper, at unlimited scale.
Deploy & monitor
One click to deploy. Your model becomes an OpenAI-compatible API. Monitor everything live.
Choose your compute model
Traditional or Federated. Single Instance or GPU Cluster. All supported. All ready. All codeless.
Traditional Computing
Decentralized traditional compute
One GPU instance
Multiple GPUs working together
- Single location
- Predictable performance
- Full control
- Instance or Cluster
Best for: Stable workloads, on-premise needs
Federated Computing
Distributed compute across global nodes
One GPU instance
Multiple GPUs working together
- Global distribution
- Privacy-preserving
- Unlimited scale
- Instance or Cluster
Best for: Privacy-sensitive data, global scale
One platform. All compute types. All deployment options.
Choose Traditional or Federated. Select Single Instance or GPU Cluster. Switch anytime. No infrastructure setup. No code required.
All compute types supported
Choose Traditional, Federated, or Clustering. Switch anytime.
Ready infrastructure
No setup required. Start training in minutes.
Codeless interface
No-code workflows. Guided setup. Automatic configuration.
Unified platform
One platform. All compute types. Seamless integration.
Detailed 8-step pipeline
See every step from dataset connection to production API endpoint
Connect dataset → Choose compute (Federated/Traditional) → Select GPU (Instance/Cluster) → Fine-tune → Evaluate → Deploy → OpenAI API endpoint
Complete platform for production AI
Six powerful products. One unified platform. Use what you need, or run the full stack. Everything works together seamlessly.
FineTune Studio
No-code fine-tuning for any model. Guided workflows. Real-time monitoring. All training methods supported.
- All training methods
- No-code interface
- Real-time monitoring
- Automatic checkpoints
Model Catalog
Explore trained models. Compare performance. Review usage notes. Deploy the best fit for your needs.
- Curated models
- Performance comparison
- Usage guidance
- One-click deploy
API Platform
OpenAI-compatible endpoints. Streaming support. Usage tracking. Built-in governance from day one.
- OpenAI-compatible
- Streaming support
- Usage tracking
- Built-in governance
Deploy Control
Manage deployments. Control traffic. Automated testing. Rollback instantly. Production confidence.
- Version control
- Traffic management
- Automated testing
- Instant rollback
Evaluate Suite
Automated evaluation. Human review. Safety checks. Keep models on-brand, factual, and safe.
- Automated scoring
- Human review
- Safety checks
- Quality reports
Dataset Hub
Connect datasets from multiple sources. Upload files, HuggingFace, or external sources. Quality scoring. PII detection. Automatic cleaning. Production-ready data.
- Multiple sources
- HuggingFace integration
- Quality scoring
- PII detection
- Automatic cleaning
Built for every AI use case
From enterprise assistants to multimodal models. One platform. Unlimited possibilities.
Enterprise AI Assistants
Build secure, domain-aware assistants with policy controls. Train on private data without leaving your network.
Custom Chat Models
Create instruction-tuned LLMs for product chat and support. Train on your conversations, deploy in hours.
Domain-Specific Models
Legal, medical, fintech—train specialized models on your corpora. Privacy-first, production-ready.
Coding & Agentic Models
Build tools, function-calling, multi-step orchestration. Train models that code, reason, and act.
Multimodal Training
Vision, audio, video—train at scale. Our federated network handles any modality.
On-Premise & Private Data
Bring compute to your data. Never the reverse. Train on-premise with federated orchestration.
Build your custom AI modelswithout managing GPUsStart now
Choose Federated or Traditional compute. Fine-tune and evaluate your way. GPU clustering your choice. Deploy OpenAI-compatible APIs. Scale to infinity.