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What is Tev1?

Tev1 is an advanced model designed for quick decision-making and classification, created by Together AI and fine-tuned from Qwen3.5 4B. It features an intuitive interface that allows users to enter a state, pose a question, and select from 2 to 24 labeled options, leading to an output of a single letter that corresponds to a semantic key via software. This innovative structure is particularly advantageous for diverse production tasks, including the routing of support tickets, evaluating automated returns, implementing policy guidelines, conducting sentiment analysis, categorizing documents, and embedding precise decision-making within extensive agent workflows. With its impressive 4.7B parameter count and a context window of 32.8K tokens, Tev1 leverages non-thinking generation to deliver swift and dependable classifications. The model has been honed using a broad collection of 37,840 examples that encompass intent detection, boolean comprehension, sentiment evaluation, policy enforcement, and the categorization of news articles and academic research. For optimal performance, it is recommended to set the temperature to 0 and maintain a low output budget, which ensures that the results remain both consistent and easy to understand. Furthermore, Tev1 is recognized as a highly adaptable tool that meets a variety of classification requirements effectively and efficiently. Overall, its capabilities make it an essential asset in any decision-making framework.

What is Klazify?

A comprehensive domain data source offers insights into website logos, company details, categorization, and other functionalities based on a URL or email. Our categorization API is designed with precision, enabling users to easily identify a business's sector from a choice of 385 specific topic categories. This classification system complies with the IAB V2 standard and is ideal for applications such as personalized marketing, audience segmentation, and online filtering, among others. Users benefit from three main category structures, allowing them to select either the intricate IAB taxonomy or a simpler version that aligns with their requirements. Our sophisticated API utilizes a machine learning engine to thoroughly analyze a website's content and metadata, effectively extracting pertinent text to accurately classify the site while designating up to three categories, enhanced by natural language processing techniques. This adaptability empowers businesses to refine their digital marketing strategies with greater precision, ensuring that they can meet their unique needs more effectively. Ultimately, the ability to choose the right categorization structure enables organizations to engage their target audiences more strategically.

Media

Media

Integrations Supported

Python
Qwen3.5
TypeScript

Integrations Supported

Datamorf
Fleece AI
Unremot

API Availability

Has API

API Availability

Has API

Pricing Information

$0.04 per 1M tokens
Free Version

Pricing Information

$89 per month
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Together AI

Date Founded

2022

Company Location

United States

Company Website

www.together.ai/models/tev1-4b-experimental

Company Facts

Organization Name

Klazify

Date Founded

2016

Company Location

United Kingdom

Company Website

www.klazify.com

Categories and Features

AI Decision Models

Not specified

Categories and Features

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