December 11, 2024
AI Models Monitoring in production
Welcome to Day 2 of our Humiris Launch Week! Today, we took an in-depth look at the Mixture of AI dashboard, focusing on how it helps monitor AI models in production. If you missed our session, don't worry we've got a comprehensive recap for you.
In the rapidly evolving world of artificial intelligence, understanding and optimizing your AI model usage has never been more critical. Humiris is stepping up to the challenge with an innovative dashboard that provides comprehensive insights into AI model performance, costs, and environmental impact.
Cost Transparency at Your Fingertips
The Humiris Monitoring offers granular cost tracking for AI models.
Users can:
- View spending over custom time periods and savings with MoAI
- See detailed token usage across different AI models
- Analyze costs by model provider (OpenAI, Anthropic, Google, and more)
A colorful visual breakdown helps users quickly understand their AI spending, with each model provider represented by a distinct color.
Environmental Impact Tracking
Beyond financial metrics, the dashboard introduces a groundbreaking feature: carbon emission tracking.
Users can now:Monitor total carbon emissions from AI model usage and carbon savings with MoAICompare emissions across different AI modelsUnderstand the environmental savings by using Humiris's model optimization.
Performance Insights
The performance dashboard categorizes models into three tiers:Ultra-High Performance: Top-tier models like GPT-4o and Sonnet 3.5
High Performance: Powerful models such as Llama3.170b
Normal Performance: Smaller, more economical models like gemma2-7B.
Speed Optimization
The speed dashboard provides another layer of insight, categorizing model performance:Ultra-High Speed: Typically smaller language models (SLMs) and fast inference servers
High Speed: Larger models with rapid processing capabilities
Normal Speed: Standard models like GPT-4
Why This Matters
In an era where AI adoption is skyrocketing, tools like Humiris Monitoring are invaluable. They empower organizations to:Make data-driven decisions about AI model selection
Optimize costs and performance
Reduce environmental impact
Gain transparent insights into AI infrastructure.What Humiris represents isn't just a monitoring tool, it's a philosophy.
As AI becomes more pervasive, understanding its nuanced implications becomes crucial.
By providing granular insights into performance, cost, and environmental impact, Humiris is helping organizations move from passive AI consumers to strategic, responsible innovators.
The era of black box AI is over. Welcome to intelligent, transparent computing.
Stay tuned for more updates from Humiris's launch week!
Call 25 models at once.
For any request, Humiris Routing intelligently selects the most suitable model, ensuring optimal performance that surpasses standard foundation models across key benchmarks.
Looking Ahead: MoAI Advanced
For organizations with even more demanding needs, MoAI Advanced takes the concept further. It enables collaborative interactions between multiple LLMs for highly nuanced outputs. With features like parallel processing, sequential thought chains, and iterative refinement, MoAI Advanced opens new horizons in AI capabilities.
Join the Revolution
With MoAI Basic, Humiris is democratizing access to customizable, efficient, and sustainable AI. Whether you’re a startup looking to optimize costs or an enterprise aiming for cutting-edge performance, MoAI Basic is your gateway to the next generation of AI solutions.
Learn more about how you can harness the power of MoAI Basic and redefine what’s possible with AI at humiris.ai.