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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LLM APIs and Fine-Tunes

  • Ease of Use - Abacus’s LLM APIs are simple and easy to use. In fact, all you have to switch is your API key if you already use openAI
  • Performance - We match and exceed GPT 3.5 Performance and our fine-tuned versions are on-par for GPT 4.0
  • Inference Speed - Optimized for Fast Inference so you client APIs don’t have abnormal wait times
  • Fine-tune models using your data and/or get access to industry-specific and domain specific fine-tunes
  • Request Access Learn More

Retrieval APIs

  • Easily setup and scale RAG applications
  • Pick any open source LLM - Llama2, Giraffe etc - to power your RAG applications
  • Customize chunking, embedding and retrieval strategies to suit your needs
  • Request Access Learn More

Vector Store

  • Scales to billions of embeddings
  • Enterprise scale update speeds and millisecond latencies
  • Applied to language, image and recommender models
  • Request Access Learn More

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
  • Request Access Learn More

Drift, Observability and Explainability

  • Model monitoring and auto-scaling
  • Real-time predictions dashboard
  • Automated data pipelines and data wrangling
  • Request Access Learn More

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
  • Request Access Learn More

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
  • Request Access Learn More
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