Description
Overmind is a model training platform tailored for AI teams seeking to develop specialized models from their production data. The platform provides a seamless workflow that includes data preparation, model training, evaluation, and deployment. Users can transform their agents' production data into proprietary models, ensuring complete ownership and control over the AI models they develop.
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The platform supports OpenTelemetry (OTLP) agent tracing and integrates with tools like Langfuse, LangSmith, Braintrust, and Galileo for trace import. It offers generated evaluations and Agent Optimizer runs, which return scored code diffs to enhance model performance. The Data Workshop feature allows for dataset preparation and quality checks, ensuring high-quality training data.
Overmind supports model training with recommended settings, including LoRA or full fine-tuning, and provides benchmarks against current models on the same evaluation set. The platform also offers hosted OpenAI-compatible inference and downloadable model weights, allowing users to deploy models either on Overmind or their own infrastructure.
Pricing options include a free tier for prototypes and demos, a Pro plan for teams needing enhanced production capabilities, and an Enterprise plan for organizations with specific security and compliance needs. The free plan includes up to 2 training and deployment jobs per month, while the Pro plan offers unlimited runs and priority support.
Overmind is built by a team of AI and defense intelligence pioneers, ensuring robust and secure foundations. The platform is open source and self-hostable, allowing users to run it on their own infrastructure with Docker Compose. It is designed for AI teams looking to own their models and optimize them for specific tasks, from labeling emails to calling APIs.
- CategoryMachine Learning Platforms
- Pricing ModelFreemium
- DeploymentCloud
- PlatformsOpenAI-compatible
Overmind's Core Features
Data preparation and quality checks
Model training with LoRA or full fine-tuning
OpenTelemetry agent tracing
Integration with Langfuse, LangSmith, Braintrust, Galileo
Generated evaluations and scored code diffs
Hosted OpenAI-compatible inference
Downloadable model weights
Open source and self-hostable
How to use Overmind?
Prepare data: Clean and filter production traces
Train model: Fine-tune with recommended settings
Evaluate: Compare against current models
Deploy: Host on Overmind or own infrastructure
Overmind's Use Cases
- Model Training
- Data Preparation
- Model Evaluation
- Deployment
- Agent Optimization
