Summary
ClearML is an AI Infrastructure Platform designed to help enterprises manage GPU clusters, streamline AI/ML workflows, and deploy GenAI models. It offers an AI Development Center for model training and an App Engine for deploying LLMs, providing a comprehensive MLOps solution.
Features4/13
See allMust Have
4 of 5
Conversational AI
API Access
Fine-Tuning & Custom Models
Enterprise Solutions
Safety & Alignment Framework
Other
0 of 8
Image Generation
Code Generation
Multimodal AI
Research & Publications
Security & Red Teaming
Synthetic Media Provenance
Threat Intelligence Reporting
Global Affairs & Policy
PricingTiered
See allCommunity
- Dataset Versioning
- Model Training
- Experiment Management
- Model Repository
- Artifacts
- Pipelines
- Agent Orchestration
- CI/CD Automation
- Reports
- Teams up to 3
- 100GB Free Artifact Storage
- 1GB Metric Events
- 1M API Calls/Month
Pro
- All Community Features
- Cloud Auto Scaling (AWS, GCP, Azure)
- Hyperparameter Optimization
- Pipeline Triggers and Automations
- Dashboards
- Teams up to 10
- 120GB Free Artifact Storage
- 1.2GB Metric Events
- 1.2M API Calls/Month
Scale
- AI Development Center (Pro Features +)
- Hyper-Datasets
- Fine-tuning
- IDE Launcher
- Vector Database integration
- Kubernetes Integration
- Task Scheduling and Triggering
- Alerts
- SSO integration
- Private Slack Channel Support
- SLA
- Infrastructure Control Plane (Scale Features)
- Hardware- and Cloud-agnostic Orchestration
- Job Scheduling
- Multi-cluster Support
- Fractional GPUs
- For organizations with 8-48 GPUs
- VPC only
Enterprise
- AI Development Center (Scale Features +)
- ClearML Custom Apps
- Configuration Vault
- Slurm/PBS integration
- LDAP Integration
- Role-based Access Control
- White-glove Support with Custom SLA
- Professional Services
- Infrastructure Control Plane (Scale Features +)
- Advanced Scheduling and Quota Management
- Dynamic Fractional GPUs
- Resource Allocation Policy Management
- On-premise, Air-gapped, Multi-cloud, or Hybrid setups
- For organizations with multiple large projects
- For VPC or On-prem Cluster
Rationale
ClearML offers an AI Infrastructure Platform with an AI Development Center and GenAI App Engine. It provides tools for managing GPU clusters, streamlining AI/ML workflows, and deploying GenAI models, including LLMs. The platform supports fine-tuning of LLMs and offers enterprise-grade solutions with features like RBAC and SSO. While it focuses on MLOps and infrastructure, it explicitly mentions LLM deployment and fine-tuning, which aligns with conversational AI capabilities and custom models. API access is implied through its platform nature for developers.
