vllm-sr/d3-turbo
zero-shot-classification model by vllm-sr
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Model card & documentation
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d3-turbo is the upgraded 27B multimodal decision model of Decision 3.0, the decision models of vLLM Semantic Router. Give it an input (text or JSON, optionally with images and videos) and the questions you need answered: pick one of several options, say yes or no, rate on a scale, or point to where something is in an image or a video. It reads the input once per request, answers every question on it, and returns a probability for every answer, without generating text. Try it free at decision.vllm-sr.ai: the free API serves d3-turbo · Official Space: vllm-sr/d3-turbo Real answers of this release, drawn as returned. The Quickstart below runs these same requests. Media from Wikimedia Commons: Australian Shepherd catching a frisbee by Sally Wehner (CC BY 2.0); two red panda photos by Mathias Appel (one.jpg), two.jpg); CC0), a raccoon (CC0) and an owl.jpg) by Ted Moravec (CC0); Anna's hummingbird in…
Read the full model card ↗ · Preview checked 2026-10-30T11:35:33.722Z
Inside the original model card — Document outline
- d3-turbo
- Highlights
- Examples
- Quickstart
- Try it free: the API
- Run with vLLM SR Engine
- Serving performance
- Evaluation
- Text: Jev Decision Index 0.3.2
- Images: Jev Decision Index vision board 0.3.2
- Images: Box and images in options
- Videos: tracking
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
vllm-sr/d3-turbo is a zero-shot-classification model repository published by vllm-sr on Hugging Face. The source reports the transformers library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- zero-shot-classification
- Library
- transformers
- Recent downloads (30 days)
- 2,193
- Cumulative likes
- 127
- Hugging Face trending score
- 63
- Reported safetensors parameters
- 26,085,330,160
- Architecture
- Qwen3_5Model
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-19T02:14:31.000Z
- Last modified
- 2026-10-20T15:49:39.000Z
Compatibility and lineage
Language coverage was not reported.
Base-model lineage was not included.
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-28T06:46:49.966Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.