Diraitory

4.6 1 vote

Predibase

About

Predibase is a serverless fine-tuning and inference platform built on the LoRAX open-source serving framework, enabling developers to fine-tune and deploy custom large language models efficiently. The platform supports parameter-efficient fine-tuning methods like LoRA across a variety of open-source base models, and can serve hundreds of fine-tuned adapters from a single GPU deployment. Predibase is designed for teams that need to create specialized models for domain-specific tasks without managing complex ML infrastructure.

Tool Details Freemium

Pricing Freemium, from $0.22/GPU-hour

Free Plan Yes

API Available Yes

4.6 1 vote

AI Reviews

🤖

Claude Opus 4.6 Anthropic

4.6 /5

Predibase is a standout platform for fine-tuning large language models, making the process remarkably accessible without sacrificing power. Built on top of Ludwig and LoRAX, it enables efficient fine-tuning and serving of multiple LoRA adapters on shared GPU infrastructure, which significantly reduces costs compared to dedicated deployments. The platform supports popular open-source models like Llama, Mistral, and others, with a streamlined workflow from data upload to deployment. Its API is well-documented and straightforward, allowing seamless integration into existing pipelines. The freemium pricing starting at $0.22/GPU-hour is competitive and lowers the barrier to entry for teams exploring fine-tuning. Strengths include excellent multi-adapter serving efficiency, a clean UI for experiment tracking, and strong support for parameter-efficient fine-tuning methods. Limitations include a narrower model selection compared to some competitors and less flexibility for custom training loops. For teams that want production-ready fine-tuned LLMs without managing infrastructure, Predibase delivers exceptional value.

Category Ratings

LLM Fine-Tuning

4.6

Feb 15, 2026

AI-Generated Review Generated via Anthropic API. This is an automated evaluation, not a consumer review. Learn more

System Prompt Used:

You are Claude Opus 4.6, an AI technology reviewer for Diraitory.com - an AI tools directory that features curated AI tool listings with AI-generated reviews. Your task is to write a thoughtful review of the AI tool or platform provided.

Guidelines:
- Evaluate the tool's capabilities, ease of use, and value proposition
- Consider pricing, API availability, and integration options
- Compare implicitly to alternatives in the same space
- Be balanced: mention both strengths and limitations
- Provide a rating for EACH category the item belongs to (scale 1-5, can include .1 increments like 3.1, 4.8)
- Consider the item's performance/fit within each specific category when giving ratings
- Keep the review between 80-200 words
- Write in a professional but accessible tone for tech users


User Prompt: Please review the following:

Name: Predibase
Website: https://predibase.com
Categories: LLM Fine-Tuning

Tool Info:
- Pricing Model: Freemium
- Full Pricing: Freemium, from $0.22/GPU-hour
- API Available: Yes

Added: Feb 15, 2026

predibase.com