Image-Text-to-Text
Transformers
English
Chinese
eviscene
multimodal
image-factuality
agent
sft
distillation
Instructions to use ZiAnwang/EviScene with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ZiAnwang/EviScene with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="ZiAnwang/EviScene")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("ZiAnwang/EviScene", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use ZiAnwang/EviScene with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "ZiAnwang/EviScene" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ZiAnwang/EviScene", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/ZiAnwang/EviScene
- SGLang
How to use ZiAnwang/EviScene with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "ZiAnwang/EviScene" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ZiAnwang/EviScene", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "ZiAnwang/EviScene" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ZiAnwang/EviScene", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use ZiAnwang/EviScene with Docker Model Runner:
docker model run hf.co/ZiAnwang/EviScene
Download CITATION.cff from ZiAnwang/EviScene: direct link, hf CLI and curl.
- Browser
- Download file 1.77 kB
-
https://huggingface.co/ZiAnwang/EviScene/resolve/main/CITATION.cff
- Command line
-
hf download hf://ZiAnwang/EviScene/CITATION.cff
-
curl -L -o CITATION.cff https://huggingface.co/ZiAnwang/EviScene/resolve/main/CITATION.cff
1.77 kB
| cff-version: 1.2.0 | |
| message: "If you use EviScene, please cite the paper below." | |
| type: software | |
| title: 'EviScene: Beyond “Is It AI?” for Agentic Image Factuality Assessment' | |
| version: 0.1.0 | |
| license: Apache-2.0 | |
| repository-code: 'https://github.com/wangzian828/EVISCENE' | |
| url: 'https://wangzian828.github.io/EVISCENE/' | |
| authors: | |
| - family-names: Wang | |
| given-names: ZiAn | |
| - family-names: Liu | |
| given-names: Ruiqi | |
| - family-names: Zhang | |
| given-names: Zhengbo | |
| - family-names: Han | |
| given-names: Yi | |
| - family-names: Shen | |
| given-names: Jialiang | |
| - family-names: Chen | |
| given-names: Ruoxin | |
| - family-names: Cui | |
| given-names: Manni | |
| - family-names: Zhu | |
| given-names: Ximo | |
| - family-names: Jiang | |
| given-names: Jin | |
| - family-names: Liu | |
| given-names: Mingzhe | |
| - family-names: Wang | |
| given-names: Linhao | |
| - family-names: Wang | |
| given-names: Wenhao | |
| - family-names: Wu | |
| given-names: Shu | |
| preferred-citation: | |
| type: article | |
| title: 'EviScene: Beyond "Is It AI?" for Agentic Image Factuality Assessment' | |
| authors: | |
| - family-names: Wang | |
| given-names: ZiAn | |
| - family-names: Liu | |
| given-names: Ruiqi | |
| - family-names: Zhang | |
| given-names: Zhengbo | |
| - family-names: Han | |
| given-names: Yi | |
| - family-names: Shen | |
| given-names: Jialiang | |
| - family-names: Chen | |
| given-names: Ruoxin | |
| - family-names: Cui | |
| given-names: Manni | |
| - family-names: Zhu | |
| given-names: Ximo | |
| - family-names: Jiang | |
| given-names: Jin | |
| - family-names: Liu | |
| given-names: Mingzhe | |
| - family-names: Wang | |
| given-names: Linhao | |
| - family-names: Wang | |
| given-names: Wenhao | |
| - family-names: Wu | |
| given-names: Shu | |
| year: 2026 | |
| journal: arXiv | |
| url: 'https://arxiv.org/abs/2610.14609' | |