Abacus.AI LLM + ML Ops

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

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 Fine-Tunes

  • Ease of use - Abacus’s LLM fine-tunes are simple to create and easy to use. In fact, if you're already an OpenAI user, all you need to do is switch your API key
  • Performance - Pick a base model - Llama2 or Giraffe - and enable auto-fine-tune to reach performance on par with GPT 4.0
  • Inference Speed - Optimized for Fast Inference so your 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

  • Ensure model efficacy by monitoring drift
  • Get real-time explanations for predictions
  • Model monitoring for latency and performance
  • Request Access Learn More

Real Time ML Feature Store

  • Merge batch and streaming data pipelines
  • Build features in SQL or Python using intuitive UI or API
  • Create nested and time travel features for advanced ML models
  • 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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