Abacus.AI LLM + ML Ops
Use Abacus.AI’s state of the art AI platform to run your own models at enterprise scale
For enterprises
Organizations can use one or more of these modules to accelerate in-house developed models to production, host them, operationalize them by automating the flow of data and monitor them continuously
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Custom Fine-Tunes
- Automated fine-tuning based on use-case
- Synthetic data generation
- Exceeds GPT-4o performance
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Vector Store
- Scales to billions of embeddings
- Enterprise scale update speeds and millisecond latencies
- Applied to language, image and recommender models
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Model Hosting and Data Pipelines
- Model hosting and auto-scaling of machine and deep learning models
- Periodic data refresh, model retraining and deployment
- Versioning, RBAC and Audit logs for compliance and governance
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Drift, Observability and Explainability
- Model monitoring and auto-scaling
- Real-time predictions dashboard
- Automated data pipelines and data wrangling
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Real-Time ML Feature Store
- Connect to Data Sources and set up pipelines
- Enable real-time machine learning
- Create ML features to share across organizaiton
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Human-AI Champion-Challenger
- Notebook hosting for easy model iteration and development
- Register custom algorithms for specific problem types including time-series, vision, and NLP
- Use human intelligence and compete with models built by our AI techniques
- Evaluate on standard metrics
