Audience

Developers and AI engineering teams seeking to route, classify, score, and apply policy decisions through fast, deterministic structured outputs

About Tev1

Tev1 is a fast decision and classification model built by Together AI and fine-tuned from Qwen3.5 4B. It is designed around a simple interface: provide a piece of state, a question, and 2 to 24 labeled options, and the model returns exactly one letter that software can map back to a semantic key. This structure supports production tasks such as routing support tickets, evaluating automated returns, applying policy rules, rating sentiment, categorizing documents, and inserting deterministic decision points into larger agent pipelines. The model has 4.7B parameters, a 32.8K-token context window, and runs with non-thinking generation for fast, predictable classification. It was trained on 37,840 examples spanning intent detection, boolean comprehension, sentiment, policy application, routing, news categories, and research-paper taxonomy. Recommended settings use temperature 0 and a very small output budget so responses remain stable and easy to parse.

Pricing

Starting Price:
$0.04 per 1M tokens
Free Version:
Free Version available.

Integrations

API:
Yes, Tev1 offers API access

Ratings/Reviews

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Company Information

Together AI
Founded: 2022
United States
www.together.ai/models/tev1-4b-experimental

Videos and Screen Captures

Tev1 Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Online

Tev1 Frequently Asked Questions

Q: What kinds of users and organization types does Tev1 work with?
Q: What languages does Tev1 support in their product?
Q: What other applications or services does Tev1 integrate with?
Q: Does Tev1 have an API?
Q: What type of training does Tev1 provide?
Q: How much does Tev1 cost?

Tev1 Product Features