CardioBERTa.en_GP_only_snomed / training_config.json
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Release CardioBERTa-based clinical concept disambiguation model
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{
"language": "en",
"strategy": "grandparents",
"triplets_type": "only_snomed",
"backbone": "DT4H/CardioBERTa.en",
"training": {
"objective": "Multi-Similarity Loss",
"pairwise": true,
"miner": {
"enabled": true,
"type_of_triplets": "all",
"margin": 0.2
},
"pooling": "cls",
"epochs": 1,
"batch_size": 256,
"learning_rate": 2e-05,
"max_length": 25,
"random_seed": 33
},
"training_data_availability": "Training terminology is not redistributed because it contains resources subject to UMLS licensing conditions."
}