Summarization
Transformers
PyTorch
Core ML
Safetensors
English
t5
text2text-generation
medical
text-generation-inference
Instructions to use Falconsai/medical_summarization with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Falconsai/medical_summarization with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "summarization" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # pip install "transformers<5.0.0" from transformers import pipeline pipe = pipeline("summarization", model="Falconsai/medical_summarization")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Falconsai/medical_summarization") model = AutoModelForSeq2SeqLM.from_pretrained("Falconsai/medical_summarization", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
medical_summarization / coreml /text2text-generation /decoder_float32_model.mlpackage /Manifest.json
Download coreml/text2text-generation/decoder_float32_model.mlpackage/Manifest.json from Falconsai/medical_summarization: direct link, hf CLI and curl.
- Browser
- Download file 617 Bytes
-
https://huggingface.co/Falconsai/medical_summarization/resolve/main/coreml/text2text-generation/decoder_float32_model.mlpackage/Manifest.json
- Command line
-
hf download hf://Falconsai/medical_summarization/coreml/text2text-generation/decoder_float32_model.mlpackage/Manifest.json
-
curl -L -o Manifest.json https://huggingface.co/Falconsai/medical_summarization/resolve/main/coreml/text2text-generation/decoder_float32_model.mlpackage/Manifest.json
617 Bytes
| { | |
| "fileFormatVersion": "1.0.0", | |
| "itemInfoEntries": { | |
| "2C8736EE-0AD1-4090-918F-9664FB52AF30": { | |
| "author": "com.apple.CoreML", | |
| "description": "CoreML Model Weights", | |
| "name": "weights", | |
| "path": "com.apple.CoreML/weights" | |
| }, | |
| "EC730773-C51A-4287-AEF3-31301C6DC1DD": { | |
| "author": "com.apple.CoreML", | |
| "description": "CoreML Model Specification", | |
| "name": "model.mlmodel", | |
| "path": "com.apple.CoreML/model.mlmodel" | |
| } | |
| }, | |
| "rootModelIdentifier": "EC730773-C51A-4287-AEF3-31301C6DC1DD" | |
| } | |