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Predibase
Developer Tools
Freemium

Predibase

A low-code AI infrastructure platform for developers to fine-tune and serve open-source LLMs like Llama 3 and Mistral at scale using LoRAX and declarative ML.

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Rating
0
Reviews
0
Upvotes
3 months ago
Listed
MLOps
LLM Fine-tuning
Open Source AI
AI Infrastructure
Natural Language Processing
Model Serving
Developer Platform
Generative AI
Enterprise AI
Low-code
Tool information
Provider
Predibase, Inc.
Platforms
Web
API
Python SDK
Languages
English
API Available
Yes
Added to directory
3 months ago
Last updated
about 1 month ago
Rating
Not available
Pricing
Freemium

About Predibase

What the tool does and who it's for

Predibase is a high-performance low-code AI platform designed for developers to fine-tune, serve, and deploy open-source Large Language Models (LLMs) with minimal infrastructure overhead. Built on the LoRAX and Ludwig frameworks, it enables teams to run hundreds of specialized adapters on a single GPU, drastically reducing operational costs. The platform provides a declarative interface, Python SDK, and OpenAI-compatible REST APIs for end-to-end MLOps, including data connectivity, training, and production-grade serving in the cloud or via VPC.

Key capabilities

LoRAX (LoRA Exchange): Serve hundreds of fine-tuned adapters on a single GPU to minimize costs.
Declarative ML: Define model architectures and training pipelines using simple YAML configurations.
Managed Fine-Tuning: Simplified workflows for SFT, continued pre-training, and reinforcement learning.
Serverless Inference: Deploy models instantly via shared endpoints or dedicated private GPU resources.
OpenAI-Compatible API: Seamlessly migrate existing AI workflows by changing a single line of code.
VPC Deployment: Option to deploy in your own secure cloud environment (AWS/GCP/Azure) for data privacy.
Integrated Data Connectors: Directly link to Snowflake, BigQuery, and other data warehouses.
Model Evaluation: Built-in tools to compare model performance, accuracy, and latency before production.

Pricing

Freemium — plans below

Free Tier

$0

  • Free trial credits for new users
  • Access to shared endpoints
  • Fine-tuning capabilities
  • Community support

Enterprise

Most popular

Contact sales

  • Upfront commit for production scaling
  • Dedicated GPU infrastructure (H100/A100)
  • VPC and on-premise deployment options
  • Advanced security and compliance
  • Priority technical support

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