Feature Extraction
Transformers
Safetensors
English
bert
text-classification
icd10
healthcare
medical
custom_code
text-embeddings-inference
Instructions to use UMCU/ICD10_classifier_base_English with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use UMCU/ICD10_classifier_base_English with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="UMCU/ICD10_classifier_base_English", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("UMCU/ICD10_classifier_base_English", trust_remote_code=True) model = AutoModelForSequenceClassification.from_pretrained("UMCU/ICD10_classifier_base_English", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from UMCU/ICD10_classifier_base_English: direct link, hf CLI and curl.
- Browser
- Download file 32.8 kB
-
https://huggingface.co/UMCU/ICD10_classifier_base_English/resolve/main/config.json
- Command line
-
hf download hf://UMCU/ICD10_classifier_base_English/config.json
-
curl -L -o config.json https://huggingface.co/UMCU/ICD10_classifier_base_English/resolve/main/config.json
32.8 kB
| { | |
| "architectures": [ | |
| "CustomSequenceClassificationModel" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "auto_map": { | |
| "AutoModelForSequenceClassification": "modeling_custom_sequence_classifier.CustomSequenceClassificationModel" | |
| }, | |
| "class_weight_log_scaling": true, | |
| "classifier_dropout": null, | |
| "classifier_head_activation": "gelu", | |
| "classifier_head_dropout": 0.1, | |
| "classifier_head_layers": 3, | |
| "cosine_cycle_decay": 0.75, | |
| "cosine_cycle_length_steps": 50000, | |
| "cosine_cycle_warmup_steps": 5000, | |
| "cosine_min_lr_ratio": 0.05, | |
| "gradient_checkpointing": false, | |
| "head_dropout": 0.1, | |
| "head_layers": 3, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
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