Current Status of Precision Medicine in Pediatric Oncology in Spain: a Consensus Report by the Spanish Society of Paediatric Haematology and Oncology (SEHOP)
Clinical and Translational Oncology(2022)
Research Institute Hospital La Fe | Hospital Universitario Niño Jesús | La Fe University Hospital | Children’s University Hospital Niño Jesús | Vall d’Hebron Research Institute (VHIR)-Universitat Autònoma de Barcelona (UAB) | INGEMM-IdiPAZ | Hospital Sant Joan de Déu | Hospital Infantil Virgen del Rocio | Madrid Montepríncipe Hospital | Health in Code Group | Virgen del Rocío University HospitalCSICUniversity of SevillaCIBERONC | Hospital Universitario La Paz | Bio Cruces Health Research Institute | University Clinic of Navarra and Solid Tumor Area | Unidad de Tumores Sólidos Infantiles | Hospital Universitario Virgen Macarena
- Pretraining has recently greatly promoted the development of natural language processing (NLP)
- We show that M6 outperforms the baselines in multimodal downstream tasks, and the large M6 with 10 parameters can reach a better performance
- We propose a method called M6 that is able to process information of multiple modalities and perform both single-modal and cross-modal understanding and generation
- The model is scaled to large model with 10 billion parameters with sophisticated deployment, and the 10 -parameter M6-large is the largest pretrained model in Chinese
- Experimental results show that our proposed M6 outperforms the baseline in a number of downstream tasks concerning both single modality and multiple modalities We will continue the pretraining of extremely large models by increasing data to explore the limit of its performance

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