Tev1

Tev1

Together AI
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About

Connect is a module to load your corpus in the blink of an eye, of any nature or source, and to organize the metadata associated with each document. Proxem’s API offers you the possibility to connect any tool to our technology, to send documents to analyze at a pre-defined frequency, to exploit the result of the Semantic Analysis with external tools, to extract terminology, spell checking or language detection; all these actions can be performed in real time. Proxem Studio allows you to fully understand all the topics addressed by your customers and employees through Sentiment Analysis and the automatic classification of messages. It features Customized Ranking Plan, Data Mining, visualization of the customer journey and impact analysis, distribution of dashboards and alerts, detection of weak signals.

About

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.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Organizations searching for an BI solution

Audience

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

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Pricing

$0.04 per 1M tokens
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Proxem
Founded: 2007
France
www.proxem.com/en/

Company Information

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

Alternatives

Alternatives

Clef-flash

Clef-flash

Cloudflare
Clef

Clef

Cloudflare
Jev

Jev

TypeSafe AI

Categories

Categories

AI Decision Models Supported

Business Intelligence Features

Ad Hoc Reports Supported
Benchmarking Not Supported
Budgeting & Forecasting Not Supported
Dashboard Supported
Data Analysis Supported
Key Performance Indicators Supported
Natural Language Generation (NLG) Not Supported
Performance Metrics Not Supported
Predictive Analytics Supported
Profitability Analysis Not Supported
Strategic Planning Not Supported
Trend / Problem Indicators Supported
Visual Analytics Supported

Integrations

Python Not Supported
Qwen3.5 Not Supported
TypeScript Not Supported

Integrations

Python Supported
Qwen3.5 Supported
TypeScript Supported
Claim Proxem Software and update features and information
Claim Proxem Software and update features and information
Claim Tev1 and update features and information
Claim Tev1 and update features and information