Image-Text-to-Text
Transformers
Safetensors
English
multimodal
vision-language
image-quality-assessment
aesthetics
spatial-aesthetics
interior-design
Instructions to use AliHome3D/SA-IQA-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AliHome3D/SA-IQA-model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="AliHome3D/SA-IQA-model")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("AliHome3D/SA-IQA-model", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use AliHome3D/SA-IQA-model with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "AliHome3D/SA-IQA-model" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "AliHome3D/SA-IQA-model", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/AliHome3D/SA-IQA-model
- SGLang
How to use AliHome3D/SA-IQA-model 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 "AliHome3D/SA-IQA-model" \ --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": "AliHome3D/SA-IQA-model", "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 "AliHome3D/SA-IQA-model" \ --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": "AliHome3D/SA-IQA-model", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use AliHome3D/SA-IQA-model with Docker Model Runner:
docker model run hf.co/AliHome3D/SA-IQA-model
Add paper and code links
#1
by nielsr HF Staff - opened
This PR adds direct links to the paper and the official GitHub repository to the model card, making it easier for users to access the associated research and source code. No other changes are needed.