Image-Text-to-Text
Transformers
Safetensors
medical
radiology
clinical-reasoning
dermatology
pathology
ophthalmology
chest-x-ray
Instructions to use Muhammadidrees/my-medgamma with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Muhammadidrees/my-medgamma with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="Muhammadidrees/my-medgamma")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Muhammadidrees/my-medgamma", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use Muhammadidrees/my-medgamma with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Muhammadidrees/my-medgamma" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Muhammadidrees/my-medgamma", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/Muhammadidrees/my-medgamma
- SGLang
How to use Muhammadidrees/my-medgamma 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 "Muhammadidrees/my-medgamma" \ --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": "Muhammadidrees/my-medgamma", "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 "Muhammadidrees/my-medgamma" \ --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": "Muhammadidrees/my-medgamma", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use Muhammadidrees/my-medgamma with Docker Model Runner:
docker model run hf.co/Muhammadidrees/my-medgamma
| *.7z filter=lfs diff=lfs merge=lfs -text | |
| *.arrow filter=lfs diff=lfs merge=lfs -text | |
| *.bin filter=lfs diff=lfs merge=lfs -text | |
| *.bz2 filter=lfs diff=lfs merge=lfs -text | |
| *.ckpt filter=lfs diff=lfs merge=lfs -text | |
| *.ftz filter=lfs diff=lfs merge=lfs -text | |
| *.gz filter=lfs diff=lfs merge=lfs -text | |
| *.h5 filter=lfs diff=lfs merge=lfs -text | |
| *.joblib filter=lfs diff=lfs merge=lfs -text | |
| *.lfs.* filter=lfs diff=lfs merge=lfs -text | |
| *.mlmodel filter=lfs diff=lfs merge=lfs -text | |
| *.model filter=lfs diff=lfs merge=lfs -text | |
| *.msgpack filter=lfs diff=lfs merge=lfs -text | |
| *.npy filter=lfs diff=lfs merge=lfs -text | |
| *.npz filter=lfs diff=lfs merge=lfs -text | |
| *.onnx filter=lfs diff=lfs merge=lfs -text | |
| *.ot filter=lfs diff=lfs merge=lfs -text | |
| *.parquet filter=lfs diff=lfs merge=lfs -text | |
| *.pb filter=lfs diff=lfs merge=lfs -text | |
| *.pickle filter=lfs diff=lfs merge=lfs -text | |
| *.pkl filter=lfs diff=lfs merge=lfs -text | |
| *.pt filter=lfs diff=lfs merge=lfs -text | |
| *.pth filter=lfs diff=lfs merge=lfs -text | |
| *.rar filter=lfs diff=lfs merge=lfs -text | |
| *.safetensors filter=lfs diff=lfs merge=lfs -text | |
| saved_model/**/* filter=lfs diff=lfs merge=lfs -text | |
| *.tar.* filter=lfs diff=lfs merge=lfs -text | |
| *.tar filter=lfs diff=lfs merge=lfs -text | |
| *.tflite filter=lfs diff=lfs merge=lfs -text | |
| *.tgz filter=lfs diff=lfs merge=lfs -text | |
| *.wasm filter=lfs diff=lfs merge=lfs -text | |
| *.xz filter=lfs diff=lfs merge=lfs -text | |
| *.zip filter=lfs diff=lfs merge=lfs -text | |
| *.zst filter=lfs diff=lfs merge=lfs -text | |
| *tfevents* filter=lfs diff=lfs merge=lfs -text | |
| tokenizer.json filter=lfs diff=lfs merge=lfs -text | |
| model-00001-of-00002.safetensors filter=lfs diff=lfs merge=lfs -text | |
| model-00002-of-00002.safetensors filter=lfs diff=lfs merge=lfs -text | |
| tokenizer.model filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/bin/python filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/bin/python3 filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/bin/python3.12 filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/__pycache__/typing_extensions.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/charset_normalizer/md__mypyc.cpython-312-x86_64-linux-gnu.so filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/huggingface_hub/__pycache__/hf_api.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/huggingface_hub/inference/__pycache__/_client.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/huggingface_hub/inference/_generated/__pycache__/_async_client.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/idna/__pycache__/uts46data.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/pip/_vendor/__pycache__/typing_extensions.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/pip/_vendor/chardet/__pycache__/langrussianmodel.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/pip/_vendor/idna/__pycache__/uts46data.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/pip/_vendor/pkg_resources/__pycache__/__init__.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/pip/_vendor/pyparsing/__pycache__/core.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/pip/_vendor/rich/__pycache__/_emoji_codes.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/pip/_vendor/rich/__pycache__/console.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/prompt_toolkit/key_binding/bindings/__pycache__/vi.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/prompt_toolkit/layout/__pycache__/containers.cpython-312.pyc filter=lfs diff=lfs merge=lfs -text | |
| gg-hai-def-hacks/medgemma-4b-it/venv_hf/lib/python3.12/site-packages/yaml/_yaml.cpython-312-x86_64-linux-gnu.so filter=lfs diff=lfs merge=lfs -text | |