Adaptive Engine

The flywheel for enterprise AI:
Evaluate, tune, and serve the best LLMs for your business.

Adapt

Outperform frontier models with reinforcement fine-tuning

001 →

Tune with reinforcement learning

If your business measures it, Adaptive Engine can optimize it. Tune models to drive the outcomes you care about most.

  • One-click PPO, GRPO, DPO, and more
  • Full model or adapter tuning

002 →

Learn efficiently with synthetic data

Tune models with just written guidelines, augment with expert feedback, and distill large model capabilities into smaller ones.

  • Pre-built synthetic data recipes
  • Learn from AI & human feedback

003 →

Unlock reasoning for your models

Use the latest inference time compute strategies to let models think longer. Further boost performance with test-time search.

  • Automated reasoning tuning
  • Test-time search

004 →

Refine with production feedback

Improve models continuously, learning from user preferences and business KPIs. Ensure constant performance as operations evolve.

  • Metrics-logging API
  • Directly optimize business metrics

005

Customize recipes

Leverage pre-made tuning pipelines for rapid model training, or customize your jobs with recipes that use simple tuning logic.

  • Python recipes
  • Custom jobs

Evaluate

Deploy with confidence using personalized evaluations

001 →

Select models to compare

Analyze the performance of proprietary APIs and open models with automated evaluations.

  • Frontier APIs and open models
  • Centralized view of all evaluations

002 →

Evaluate with an AI judge

Personalize evaluations with a customizable AI judge that measures the metrics you care about most.

  • Built-in RAG evaluators
  • Evaluate against custom guidelines

003 →

Run A/B test

Take no risks in production. A/B test models with a subset of users to guarantee performance.

  • Online user testing
  • Offline annotator feedback

004

Monitor in production

Keep a pulse on your deployment with granular observability. Track key metrics and model traces.

  • Model interactions browser
  • Custom metrics dashboards

Serve

Fast, efficient inference, wherever you need it

001 →

Proprietary inference engine

Minimize GPU cost and reduce latency with a proprietary inference engine optimized with cutting-edge techniques.

  • Up to 30% faster than vLLM
  • Prefix caching, quantization, and more

002 →

Serve adapters at scale

Personalize AI agents while reducing GPU requirements by serving hundreds of fine-tuned adapters on a shared model backbone.

  • Reinforcement fine-tuned adapters
  • Share GPU resources across workflows

003 →

All-in-one inference platform

Leverage external inference providers within Adaptive Engine, creating a single pane of glass to track and manage inference.

  • OpenAI, Anthropic, Google, and more
  • Support for NVIDIA NIMs

004

In your cloud, or ours

On-premise. Private cloud. There are places proprietary APls can't go. With Adaptive Engine, your data stays where you want it.

  • Enhanced data security
  • Control over model updates

Get to production faster with Adaptive Engine:

Book a demo
Copyright © 2024

Adaptive ML, Inc.
All rights reserved