Inference Reinvented

for a Dynamic World

Meet Intelligent Inference: a self-optimizing inference layer that continuously tunes latency, cost, and accuracy.

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Intelligent Inference is AI for AI

Faster Without the Price Tag

3x more throughput on existing GPus. We predict the next token before it's generated.

Smart & Dynamic Infra

Intelligent GPU auto-scaling with built in cold-start reduction and efficient multi-lora serving.

The Best Model, Always

Full suite of post-training tools incl. reinforcement fine-tuning; get the best results without labeled data.

Flexibility for Your World

Deploy any model in your VPC or our cloud with a stack optimized for your unique traffic.

Less data, more power—beat GPT by 20% with the Intelligent Inference Platform

Traditional LLM Training

Reinforcement Fine-Tuning

Training approach

Learns from pre-labeled datasets

Learns to think on it's own with rewards

Data requirement

Requires large labeled datasets

1% of the usual amount, a dozen examples will suffice

Cost efficiency

High cost due to data collection and annotation

10X lower cost due to reduced data labeling needs

Computational demand

High computational resources needed for handling large datasets2

2-3X lower GPU load for fine-tuning

Accuracy

Accuracy depends on dataset size and quality

20% higher than frontier models with minimal labeled data

Inference

Slow inference due to the reliability on chain-of-thought techniques

3X faster inference for reasoning-intensive models

Deploy Your New Competitive Advantage with Ease

Inference That Thinks Ahead

Your world isn't static - neither is your AI. Predibase Inference Engine continuously learns from real-world usage patterns, benchmarking itself and adjusting in real time for optimal throughput, accuracy, and cost.

Self-Improving Quality Loops

Our Intelligent Inference Platform doesn't just optimize latency. It uses reinforcement-style loops to retrain models in production, improving performance and output quality over time.

Fine-Tuned for Your Use Case

Whether you are running adapters, merged models, or Turbo LoRA configurations, Predibase selects and serves the best variant per request, without manual intervention.

Adapter-Aware Intelligence

Serving multiple LoRA adapters on a single GPU-no performance tradeoffs.

Our Cloud or Yours

Whether you're experimenting or running mission-critical AI, we’ve got you covered with flexible deployment options built for every stage of development.

IIm Fine-Tuning Engine: Smarter LLMs, Less Data

Fine-Tuning AI Models with 1000x Less Data: Now a Reality

RFT-Based LM Fine-Tuning Platform: Less Data, More Intelligence

Fine-Tune Small Language Models with 3X Faster Inference

World's First RFT Platform: 10X Lower LLM Fine-Tuning Cost

Fine-Tune LLMs Smarter: World’s First Reinforcement Fine-Tuning Software

World's Most Data-Efficient Platform for LoRA LLM Fine-Tuning

Deploy LLM Models: On Our Cloud, or Yours

The Best Infra for Fine-Tuned Model Serving

Inference Reinvented

for a Dynamic World

Inference Reinvented

for a Dynamic World

Intelligent Inference is AI for AI

Faster Without the Price Tag

Smart & Dynamic Infra

The Best Model, Always

Flexibility for Your World

Less data, more power—beat GPT by 20% with the Intelligent Inference Platform

The First Intelligent Inference engine that evolved with your data

Deploy Your New Competitive Advantage with Ease

Inference That Thinks Ahead

Self-Improving Quality Loops

Fine-Tuned for Your Use Case

Adapter-Aware Intelligence

Our Cloud or Yours

Remove? Push the Limits – Experience Our RFT Platform Live

Embrace the Future of LLM Fine-Tuning

IIm Fine-Tuning Engine: Smarter LLMs, Less Data

Fine-Tuning AI Models with 1000x Less Data: Now a Reality

RFT-Based LM Fine-Tuning Platform: Less Data, More Intelligence

Fine-Tune Small Language Models with 3X Faster Inference

World's First RFT Platform: 10X Lower LLM Fine-Tuning Cost

Fine-Tune LLMs Smarter: World’s First Reinforcement Fine-Tuning Software

World's Most Data-Efficient Platform for LoRA LLM Fine-Tuning

Deploy LLM Models: On Our Cloud, or Yours

The Best Infra for Fine-Tuned Model Serving

Inference Reinvented for a Dynamic World

Inference Reinvented

for a Dynamic World

Intelligent Inference is AI for AI

Faster Without the Price Tag

Smart & Dynamic Infra

The Best Model, Always

Flexibility for Your World

Less data, more power—beat GPT by 20% with the Intelligent Inference Platform

The First Intelligent Inference engine that evolved with your data

Deploy Your New Competitive Advantage with Ease

Inference That Thinks Ahead

Self-Improving Quality Loops

Fine-Tuned for Your Use Case

Adapter-Aware Intelligence

Our Cloud or Yours

Remove? Push the Limits – Experience Our RFT Platform Live

Embrace the Future of LLM Fine-Tuning

Inference Reinvented

for a Dynamic World

Intelligent Inference is AI for AI