---
title: vllm-sr/d3
url: https://recentmodel.com/models/vllm-sr/d3/
status: main board
published: 2026-10-10T09:38:30Z
updated: 2026-10-10T09:38:30Z
source: https://huggingface.co/vllm-sr/d3
---

# vllm-sr/d3

Zero shot classification model from vllm-sr (HF pipeline tag; the card has no one-line description). Dense, 26B params. Context: 256K tokens (config). License: apache-2.0. Vendor-reported: "d3 ranks first of the 149 entries on the official text board and is on its Pareto frontier: no entry with as many parameters or fewer scores higher."

- Vendor-reported: d3 ranks first of the 149 entries on the official text board and is on its Pareto frontier: no entry with as many parameters or fewer scores higher.

- **Org:** vllm-sr
- **Released:** 2026-10-10
- **Status:** main board
- **License:** apache-2.0 (permissive)
- **Parameters:** 26.1B
- **Architecture:** dense · Qwen3_5Model
- **Context:** 262,144 tokens
- **Task:** zero-shot-classification · other
- **Signal:** 270 HF likes · 7079 downloads

## Runs on

real quant files; sizing calculation, not tested.

- Q4 ~22.5 GB: 24GB GPU (3090 / 4090), 32GB GPU (5090), 24GB GPU (7900 XTX), Mac 36GB, CPU only, 32GB RAM (slow)
- Q8 ~31.7 GB: 48GB GPU (RTX 6000 Ada / A6000), Mac 48GB, Mac 64GB (M1 Max), CPU only, 64GB RAM (slow)
- FP16 ~56.9 GB: 96GB GPU (RTX Pro 6000 Blackwell), 1× DGX Spark (128GB), 2× DGX Spark (256GB), Strix Halo 128GB unified (~96GB usable), Mac 96GB, Mac 128GB, Mac 192GB, Mac 256GB, Mac 512GB, CPU only, 128GB RAM (slow), CPU only, 256GB RAM (slow)

## Links

- [Hugging Face](https://huggingface.co/vllm-sr/d3)
- [Ollama](https://ollama.com/library/d3)
- [GGUF: ggml-org/vllm-d3-GGUF](https://huggingface.co/ggml-org/vllm-d3-GGUF)