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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 NewsCatcher?
NewsCatcher effectively tackles the challenges of unreliable news data and ineffective integration solutions. We deliver organized, standardized articles in near-real-time from over 150,000 sources worldwide, across 50+ languages, with a strong emphasis on hyper-local news coverage. By covering more than 98% of the content from each website, we ensure that all vital data points are extracted, providing you with the crucial information necessary for informed decision-making.
In addition to this, we enhance the data by incorporating sentiment analysis, identifying named entities, summarizing content, classifying articles, deduplicating similar entries, and grouping related stories into events. This approach not only amplifies the value derived from news content but also minimizes the time and costs associated with post-processing tasks.
Going beyond traditional news, our BeyondNews and Local News APIs widen this coverage even further, surfacing government data, policy changes, and official announcements before they become mainstream stories, alongside thousands of hyperlocal outlets, university newspapers, and local government portals across multiple countries.
NewsCatcher supports organizations in seamlessly incorporating news insights into their operational workflows by creating tailored pipelines that utilize fine-tuning with large language models, resulting in a streamlined and pertinent news feed that maintains a low rate of false positives.
Our clients benefit from complete visibility into the processes behind our data collection and the models implemented. Furthermore, we provide monitoring services that facilitate a comprehensive understanding of how our system functions and adapts to new data sources, along with in-depth explanations of the models and embeddings utilized. This level of transparency ensures that customers remain informed about the tools they are using and their effectiveness in delivering valuable insights.
API Availability
Has API
API Availability
Has API
Pricing Information
$0.04 per 1M tokens
Free Version
Pricing Information
$10,000 per month
Our pricing varies based on several factors, including the specific product, call volume, speed, service level agreements (SLA), historical data access, and optional add-ons such as translation services, custom pipelines, and dedicated resources. For a tailored quote, please contact our sales team.
Free Trial Offered?
Supported Platforms
SaaS
Supported Platforms
SaaS
Customer Service / Support
Web-Based Support
Customer Service / 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
NewsCatcher
Company Location
United States
Company Website
newscatcherapi.com
Categories and Features
AI Decision Models
Not specified
Categories and Features
News APIs
Not specified
Web Dataset Providers
Not specified