Zero-Shot Classification
Transformers
Safetensors
qwen3_5
feature-extraction
decision-model
classification
system-one
multimodal
vision
video
custom_code
Eval Results
Instructions to use vllm-sr/d3-mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use vllm-sr/d3-mini with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-classification", model="vllm-sr/d3-mini", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModel processor = AutoProcessor.from_pretrained("vllm-sr/d3-mini", trust_remote_code=True) model = AutoModel.from_pretrained("vllm-sr/d3-mini", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download MODEL_MANIFEST.json from vllm-sr/d3-mini: direct link, hf CLI and curl.
- Browser
- Download file 11.7 kB
-
https://huggingface.co/vllm-sr/d3-mini/resolve/main/MODEL_MANIFEST.json
- Command line
-
hf download hf://vllm-sr/d3-mini/MODEL_MANIFEST.json
-
curl -L -o MODEL_MANIFEST.json https://huggingface.co/vllm-sr/d3-mini/resolve/main/MODEL_MANIFEST.json
11.7 kB
| { | |
| "schema": "d3-package-manifest/1", | |
| "model_name": "d3-mini", | |
| "repo_id": "vllm-sr/d3-mini", | |
| "format_id": "d3-code-readout-v1", | |
| "prompt": "d3", | |
| "attention_mode": "noncausal_full_attention", | |
| "max_input_tokens": null, | |
| "identity": { | |
| "model_sha256": "9ac186bb30b30c129d7aae03d73932600424963bd4644c2041a9d7120f029af5", | |
| "files_sha256": { | |
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| "readout.safetensors": "d570665c1da72cb9fca7ad7b23a25720eb691362694dd69d4c80c17d7656ed55", | |
| "tokenizer.json": "5f9e4d4901a92b997e463c1f46055088b6cca5ca61a6522d1b9f64c4bb81cb42", | |
| "tokenizer_config.json": "316230d6a809701f4db5ea8f8fc862bc3a6f3229c937c174e674ff3ca0a64ac8" | |
| }, | |
| "decision": { | |
| "format_version": 1, | |
| "format_id": "d3-code-readout-v1", | |
| "prompt": "d3", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "revision": "851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a", | |
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| "temperature": 1.0, | |
| "attention_mode": "noncausal_full_attention", | |
| "pooling": "last", | |
| "max_length": null, | |
| "readout_dtype": "float32" | |
| } | |
| }, | |
| "parameters": { | |
| "text": 4205751296, | |
| "vision": 333514240, | |
| "readout": 652800, | |
| "loaded": 4539918336 | |
| }, | |
| "base_model": { | |
| "repo_id": "Qwen/Qwen3.5-4B", | |
| "revision": "851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a" | |
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| "runtime": { | |
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| "licence": { | |
| "spdx": "apache-2.0", | |
| "components": [ | |
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| "licence": "apache-2.0" | |
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| "component": "d3-mini (Decision 3.0) weights, readout and runtime", | |
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| "built_utc": "2026-10-11T03:27:45+00:00", | |
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