UBIAI - Agent Fine-tuning

Description

UBIAI is a platform designed to build accurate and powerful custom LLMs quickly. It addresses the limitations of generic foundation models by fine-tuning AI components such as classifiers, retrievers, and reasoning tools to optimize workflows for domain-specific tasks. UBIAI provides a complete toolkit for LLM fine-tuning, from training data creation to production deployment. Users can generate synthetic data, label domain-specific examples, and filter quality using LLM-as-judge. The platform supports prompt and weight fine-tuning, allowing quick wins with 15-minute prompts and maximum accuracy with 2-4 hour weight training. UBIAI facilitates deployment via API or model export, supporting integration with frameworks like LangChain and AutoGPT.

UBIAI offers pre-built templates for various applications, including customer support agents, sales assistants, documentation helpers, and content moderation. These templates can be fine-tuned to handle specific tasks automatically, enhancing productivity and accuracy. UBIAI supports a range of models, including Llama 3, Mistral, OpenAI GPT, and more, allowing users to choose the best fit for their needs.

The platform caters to different user needs with plans ranging from 'Start' for beginners to 'Business' for companies with complex requirements. UBIAI's focus on domain-specific fine-tuning ensures models understand user-specific terminology, tone, and output requirements, reducing the need for manual editing and improving user trust.

UBIAI's Core Features

• Domain-specific LLM fine-tuning

• Synthetic data generation

• Quality filtering with LLM-as-judge

• Prompt and weight fine-tuning

• API deployment and model export

• Pre-built templates for various applications

• Supports multiple AI models

• Plans for different user needs

How to use UBIAI?

1. 1

   Configure: Set up domain-specific parameters

2. 2

   Use: Deploy models via API or export

3. 3

   Optimize: Fine-tune prompts and weights

4. 4

   Monitor: Track accuracy and performance

UBIAI's Use Cases

• Customer Support
• Sales Assistance
• Documentation Helper
• Content Moderation
• Task Automation

FAQ from UBIAI

• What is UBIAI used for?

  UBIAI is used for building domain-specific LLMs by fine-tuning AI components to optimize workflows for specific tasks.

• How does UBIAI improve model accuracy?

  UBIAI improves accuracy through prompt and weight fine-tuning, synthetic data generation, and quality filtering.

• Can UBIAI models be deployed via API?

  Yes, UBIAI models can be deployed via API or exported to various infrastructures.

• What types of templates does UBIAI offer?

  UBIAI offers templates for customer support, sales assistance, documentation, content moderation, and more.

• Does UBIAI support multiple AI models?

  Yes, UBIAI supports models like Llama 3, Mistral, OpenAI GPT, and others.

• What are the benefits of using UBIAI?

  UBIAI streamlines AI development, enhances model accuracy, and provides domain-specific solutions.

• How does UBIAI handle data labeling?

  UBIAI offers domain-specific labeling for reasoning paths, question/answer, PDFs, DOCX, and more.

• What is the pricing model for UBIAI?

  UBIAI offers different plans, including 'Start', 'Growth', and 'Business', catering to various user needs.