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Abacus.AI LLM + ML Ops

Use Abacus.AI’s state of the art AI platform to run your own models at enterprise scale

LLM Ops

Custom Fine-Tunes

Vector Store

ML Ops

Real-Time ML Feature Store

Drift, Observability and Explainability

Model Hosting and Data Pipelines

Human-AI Champion-Challenger

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

Free Expert Consultation

For enterprises

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

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