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| framework: | |
| name: 'Model Openness Framework' | |
| version: '1.0' | |
| date: '2024-12-15' | |
| release: | |
| name: BioMedGPT | |
| version: 2.7B | |
| date: '2024-10-03' | |
| type: language | |
| architecture: 'transformer decoder' | |
| origin: '' | |
| producer: 'Stanford CRFM' | |
| contact: '' | |
| components: | |
| - | |
| name: 'Model architecture' | |
| description: "Well commented code for the model's architecture" | |
| location: '' | |
| license_name: bigscience-bloom-rail-1.0 | |
| license_path: '' | |
| - | |
| name: 'Data preprocessing code' | |
| description: 'Code for data cleansing, normalization, and augmentation' | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |
| - | |
| name: 'Training code' | |
| description: 'Code used for training the model' | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |
| - | |
| name: 'Inference code' | |
| description: 'Code used for running the model to make predictions' | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |
| - | |
| name: 'Evaluation code' | |
| description: 'Code used for evaluating the model' | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |
| - | |
| name: 'Supporting libraries and tools' | |
| description: "Libraries and tools used in the model's development" | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |
| - | |
| name: 'Model parameters (Final)' | |
| description: 'Trained model parameters, weights and biases' | |
| location: '' | |
| license_name: bigscience-bloom-rail-1.0 | |
| license_path: '' | |
| - | |
| name: 'Model parameters (Intermediate)' | |
| description: 'Trained model parameters, weights and biases' | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |
| - | |
| name: Datasets | |
| description: 'Training, validation and testing datasets used for the model' | |
| location: '' | |
| license_name: pubmed | |
| license_path: '' | |
| - | |
| name: 'Evaluation data' | |
| description: 'Data used for evaluating the model' | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |
| - | |
| name: 'Model metadata' | |
| description: 'Any model metadata including training configuration and optimizer states' | |
| location: '' | |
| license_name: bigscience-bloom-rail-1.0 | |
| license_path: '' | |
| - | |
| name: 'Sample model outputs' | |
| description: 'Examples of outputs generated by the model' | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |
| - | |
| name: 'Model card' | |
| description: 'Model details including performance metrics, intended use, and limitations' | |
| location: '' | |
| license_name: 'License not specified' | |
| license_path: '' | |
| - | |
| name: 'Data card' | |
| description: 'Documentation for datasets including source, characteristics, and preprocessing details' | |
| location: '' | |
| license_name: 'License not specified' | |
| license_path: '' | |
| - | |
| name: 'Technical report' | |
| description: 'Technical report detailing capabilities and usage instructions for the model' | |
| location: '' | |
| license_name: 'License not specified' | |
| license_path: '' | |
| - | |
| name: 'Research paper' | |
| description: 'Research paper detailing the development and capabilities of the model' | |
| location: '' | |
| license_name: 'License not specified' | |
| license_path: '' | |
| - | |
| name: 'Evaluation results' | |
| description: 'The results from evaluating the model' | |
| location: '' | |
| license_name: 'Component not included' | |
| license_path: '' | |