Instructions to use wraps/moondream-caption with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use wraps/moondream-caption with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="wraps/moondream-caption", trust_remote_code=True)# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("wraps/moondream-caption", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use wraps/moondream-caption with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "wraps/moondream-caption" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "wraps/moondream-caption", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/wraps/moondream-caption
- SGLang
How to use wraps/moondream-caption 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 "wraps/moondream-caption" \ --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": "wraps/moondream-caption", "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 "wraps/moondream-caption" \ --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": "wraps/moondream-caption", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use wraps/moondream-caption with Docker Model Runner:
docker model run hf.co/wraps/moondream-caption
Update config.json
Browse files- config.json +1 -1
config.json
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],
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"auto_map": {
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"AutoConfig": "wraps/moondream-caption--configuration_moondream.MoondreamConfig",
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"AutoModelForCausalLM": "wraps/moondream-caption-moondream.Moondream"
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},
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"model_type": "moondream1",
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"text_config": {
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],
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"auto_map": {
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"AutoConfig": "wraps/moondream-caption--configuration_moondream.MoondreamConfig",
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"AutoModelForCausalLM": "wraps/moondream-caption--moondream.Moondream"
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},
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"model_type": "moondream1",
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"text_config": {
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