Togethercomputer
Together: Tev1 4B Experimental
togethercomputer/tev1-4b-experimental
Tev1 4B Experimental is an experimental decision model from Together AI, a supervised fine-tune of Qwen3.5-4B trained to choose one option from a structured state, question, and list of 2-24 labeled options. It keeps Qwen's standard next-token head, so it is served through the regular chat completions API rather than a dedicated decisions runtime. Send a system instruction followed by a JSON decision containing `state`, `question`, and `options`. The model returns a single option letter, which application code maps back to the option key. Recommended settings are `temperature: 0`, `max_tokens: 8`, and thinking disabled. It is intended for routing, classification, and policy checks, not generic chat. Together publishes the full data recipe and training code so teams can fine-tune their own variant.
/ 1M tokens · Token reference
/ 1M tokens · Token reference
tokens
Decisions output · Token reference fields do not establish an output-unit price.
Limits
Context
32,768
tokens
Max output
8
0.0% of the context window
Parameters
4,659,865,088
Model facts
Author
Togethercomputer
Tokenizer
Qwen3
Modality
Text -> Decisions
Created
Sep 30, 2026
Hugging Face
togethercomputer/Tev1-4B-experimental