Tev1Together AI
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Related Products
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About
ReturnPro provides a full-suite returns-management solution that spans from customer-initiated returns through reverse logistics to resale and recycling, enabling retailers, brands, and marketplace sellers to turn returns into value rather than cost. It offers omnichannel return initiation (ecommerce, store, drop-off), intelligent AI-driven decisioning for disposition (restock, refurbish, liquidate), vendor- and policy-enforcement tools, fraud-detection logic, automated routing and processing via distribution centres, and integrated ReCommerce marketplaces to maximize recovery and support sustainability. With dedicated reverse-logistics hubs, a configurable portal, returns routing, and WMS built for the reverse flow, and analytics on cost, time, and margin, ReturnPro’s end-to-end SaaS + supply-chain offering helps reduce overhead, shorten inventory turnaround, and boost resale revenue.
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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.
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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
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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
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Audience
Retailers, brands and marketplace sellers needing a solution to streamline their returns flow, recover value and improve sustainability
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Audience
Developers and AI engineering teams seeking to route, classify, score, and apply policy decisions through fast, deterministic structured outputs
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$29.99 per month
Free Version
Supported
Free Trial
Not Supported
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Pricing
$0.04 per 1M tokens
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationReturnPro
Founded: 2008
United States
www.returnpro.com
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Company InformationTogether AI
Founded: 2022
United States
www.together.ai/models/tev1-4b-experimental
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
Acumatica Cloud ERP
Supported
Allegro
Supported
Conga Billing
Supported
ContractSafe
Supported
ContractWorks
Supported
Endear
Supported
Flipkart
Supported
Forter
Supported
Hunter
Supported
Insightly
Supported
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Integrations
Acumatica Cloud ERP
Not Supported
Allegro
Not Supported
Conga Billing
Not Supported
ContractSafe
Not Supported
ContractWorks
Not Supported
Endear
Not Supported
Flipkart
Not Supported
Forter
Not Supported
Hunter
Not Supported
Insightly
Not Supported
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