Predibase is a powerful platform designed for developers to fine-tune and serve open-source large language models (LLMs) on scalable, state-of-the-art infrastructure hosted within your private cloud.
Jun 20 2024
Predibase

Predibase

Predibase
Predibase is a powerful platform designed for developers to fine-tune and serve open-source large language models (LLMs) on scalable, state-of-the-art infrastructure hosted within your private cloud.
Jun 20 2024

Predibase Product Information

What is Predibase?

Predibase offers the fastest and most efficient way to fine-tune and serve any open-source large language model. Built specifically for developers, it allows seamless deployment and operation of open-source LLMs on a robust serverless infrastructure. With Predibase, you can manage the entire lifecycle of machine learning models from training to deployment, ensuring high performance and scalability.

Who will use Predibase?

  • Machine learning engineers
  • Data scientists
  • AI researchers
  • Developers

How to use the Predibase ?

  • Step1: Sign up for a Predibase account.
  • Step2: Choose or upload your LLM for fine-tuning.
  • Step3: Configure the fine-tuning parameters and server settings.
  • Step4: Initiate the fine-tuning process and monitor progress.
  • Step5: Deploy the fine-tuned model to the serverless infrastructure.
  • Step6: Test and validate the deployed model.
  • Step7: Iterate on fine-tuning and deployment as needed.

Platform

  • web

Predibase's Core Features & Benefits

The Core Features of Predibase
  • Easy model fine-tuning
  • Serverless deployment
  • Real-time monitoring
  • Infrastructure management
  • Support for various LLMs
The Benefits of Predibase
  • Increased efficiency
  • Reduced deployment time
  • Scalable infrastructure
  • Seamless integration
  • Enhanced model performance

Predibase's Main Use Cases & Applications

  • Fine-tuning LLMs for specific tasks
  • Deploying AI models in production
  • Research and development in AI
  • Scaling AI solutions

FAQs of Predibase's

What are the main benefits of using Predibase?

Predibase offers increased efficiency, reduced deployment time, scalable infrastructure, seamless integration, and enhanced model performance.

What is Predibase?

Predibase is a platform that allows developers to fine-tune and serve open-source large language models on scalable, serverless infrastructure.

How do I start using Predibase?

Sign up for an account on the Predibase website, choose or upload a model for fine-tuning, configure settings, and initiate the fine-tuning process.

What platforms does Predibase support?

Predibase supports web-based usage.

Can I use my own language model for fine-tuning?

Yes, you can upload your own large language model to Predibase for fine-tuning.

Is there a free trial available?

Yes, Predibase offers a 30-day free trial which includes $25 of credits for usage.

Do I need to manage the infrastructure myself?

No, Predibase manages the infrastructure for you on a serverless basis.

What types of models can I fine-tune on Predibase?

Predibase supports various open-source large language models including Llama, Mistral, and others.

How do I monitor the progress of my fine-tuning process?

Predibase provides real-time monitoring tools to keep track of the fine-tuning process.

Who are the primary users of Predibase?

The primary users of Predibase are machine learning engineers, data scientists, AI researchers, and developers.

Predibase Company Information

  • Website: https://predibase.com
  • Company Name: Predibase
  • Support Email: ask@predibase.com
  • Facebook: NA
  • X(Twitter): https://twitter.com/predibase
  • YouTube: NA
  • Instagram: NA
  • Tiktok: NA
  • LinkedIn: https://www.linkedin.com/company/predibase

Analytic of Predibase

Visit Over Time

Monthly Visits
40.5k
Avg.Visit Duration
00:00:56
Page per Visit
2.80
Bounce Rate
49.76%
Apr 2024 - Jun 2024 All Traffic

Geography

Top 5 Regions
United States
36.1%
Canada
7.87%
India
7.17%
Germany
4.77%
Spain
4.2%
Apr 2024 - Jun 2024 Worldwide Desktop Only

Traffic Sources

Direct
44.00%
Search
43.00%
Social
6.00%
Referrals
6.00%
Paid Referrals
0.00%
Mail
0.00%
Apr 2024 - Jun 2024 Desktop Only

Top Keywords

KeywordTrafficCost Per Click
predibase6.3k $ 3.86
lora land660 $ --
llama3 help desk-- $ --
fine tuning llam product40 $ --
llama-3 template format forfine tuning40 $ --

Predibase's Main Competitors and alternatives?

  • Hugging Face
  • Weights & Biases
  • AWS Sagemaker
  • Google AI Platform