Airtrain.ai
Airtrain.ai is a no-code compute platform for fine-tuning, evaluating, and deploying large language models (LLMs) at scale, offering tools like an LLM Playground, Dataset Explorer, and AI-assisted evaluation.
https://airtrain.ai/
Product Information
Updated:Nov 12, 2024
What is Airtrain.ai
Airtrain.ai is an AI data platform designed for data teams to scale beyond proprietary AI models. It provides a user-friendly interface for working with large language models without the need for coding. The platform offers various tools including an LLM Playground for comparing different models, a Dataset Explorer for visualizing and curating AI datasets, fine-tuning capabilities for customizing open-source models, and AI-assisted evaluation features. Airtrain.ai aims to help businesses and developers leverage the power of LLMs in a cost-effective manner while maintaining control over their AI models.
Key Features of Airtrain.ai
Airtrain.ai is a no-code compute platform for Large Language Models (LLMs) that enables users to evaluate, fine-tune, and deploy custom AI models. It offers features like an LLM Playground for comparing various models, a Dataset Explorer for visualizing and curating training data, AI-assisted evaluation, and the ability to fine-tune open-source models on private data. Airtrain.ai aims to help users transition from costly proprietary AI APIs to more cost-effective, customized models tailored to specific use cases.
LLM Playground: Query and compare a large selection of open-source and proprietary models simultaneously, allowing users to 'vibe-check' different LLMs without coding.
Dataset Explorer: Visualize, cluster, and curate unstructured AI data for training and evaluation, with features like semantic clustering and metrics visualization.
AI-assisted Evaluation: Streamline model grading using task descriptions and custom properties, with AI evaluators scoring models along arbitrary criteria.
LLM Fine-tuning: Customize open-source models on private data to adapt them to specific use cases, potentially reducing AI costs by up to 90%.
Flexible Deployment: Serve custom models from the Airtrain API in the cloud or within secure infrastructure, offering no-code options for various deployment needs.
Use Cases of Airtrain.ai
AI Product Development: Developers can use Airtrain.ai to evaluate and fine-tune models for specific applications, reducing costs and improving performance compared to general-purpose APIs.
Research and Benchmarking: AI researchers can compare multiple LLMs and evaluate their performance on custom datasets, facilitating model selection and improvement.
Data Analysis and Curation: Data scientists can use the Dataset Explorer to analyze and prepare unstructured data for AI training and evaluation tasks.
Cost Optimization: Businesses can leverage Airtrain.ai to transition from expensive proprietary AI APIs to more cost-effective custom models tailored to their specific needs.
Pros
No-code interface makes AI model evaluation and fine-tuning accessible to non-technical users
Potential for significant cost savings compared to using proprietary AI APIs
Comprehensive platform covering data exploration, model evaluation, and deployment
Cons
May require substantial data and expertise to achieve results comparable to leading proprietary models
Depends on the quality and availability of open-source models for fine-tuning
How to Use Airtrain.ai
Sign up for an account: Go to app.airtrain.ai and create a free account to get started.
Explore the LLM Playground: Use the LLM Playground to query and compare a large selection of open-source and proprietary models at once. Select models you want to test from the available options.
Upload your dataset: Use the Dataset Explorer to upload, visualize, cluster, and curate your training and evaluation datasets.
Evaluate models: Use Airtrain's evaluation tools to compare and evaluate models across your entire dataset with custom properties. Utilize AI Scoring, JSON Compliance checks, and Standalone Metrics.
Fine-tune models: Customize foundational models on your private data to adapt them to your particular use case. Fine-tune open-source models to potentially reduce costs compared to proprietary models.
Deploy custom models: Serve your custom models from the Airtrain API in the cloud or within your secure infrastructure.
Join the community: Connect with other AI enthusiasts by joining the Airtrain Slack channel and subscribing to their YouTube channel for additional resources and support.
Airtrain.ai FAQs
Airtrain AI is a no-code compute platform for Large Language Models (LLMs). It allows users to evaluate, fine-tune, and deploy custom AI models without coding.
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Analytics of Airtrain.ai Website
Airtrain.ai Traffic & Rankings
7.8K
Monthly Visits
#2655301
Global Rank
#11275
Category Rank
Traffic Trends: May 2024-Nov 2024
Airtrain.ai User Insights
00:01:49
Avg. Visit Duration
2.41
Pages Per Visit
45.82%
User Bounce Rate
Top Regions of Airtrain.ai
IN: 42.85%
US: 32.59%
PL: 5.61%
DE: 5.38%
VN: 5.12%
Others: 8.45%
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