| { | |
| "base_model": "microsoft/DeBERTa-v3-base", | |
| "config_path": null, | |
| "fc_dropout": 0.2, | |
| "targets": [ | |
| "task_type_1", | |
| "task_type_2", | |
| "task_type_prob", | |
| "creativity_scope", | |
| "reasoning", | |
| "contextual_knowledge", | |
| "number_of_few_shots", | |
| "domain_knowledge", | |
| "no_label_reason", | |
| "constraint_ct", | |
| "prompt_complexity_score" | |
| ], | |
| "target_sizes": { | |
| "task_type": 12, | |
| "creativity_scope": 3, | |
| "reasoning": 2, | |
| "contextual_knowledge": 2, | |
| "number_of_few_shots": 6, | |
| "domain_knowledge": 4, | |
| "no_label_reason": 1, | |
| "constraint_ct": 2 | |
| }, | |
| "task_type_map": { | |
| "0": "Brainstorming", | |
| "1": "Chatbot", | |
| "2": "Classification", | |
| "3": "Closed QA", | |
| "4": "Code Generation", | |
| "5": "Extraction", | |
| "6": "Open QA", | |
| "7": "Other", | |
| "8": "Rewrite", | |
| "9": "Summarization", | |
| "10": "Text Generation", | |
| "11": "Unknown" | |
| }, | |
| "weights_map": { | |
| "creativity_scope": [2, 1, 0], | |
| "reasoning": [0, 1], | |
| "contextual_knowledge": [0, 1], | |
| "number_of_few_shots": [0, 1, 2, 3, 4, 5], | |
| "domain_knowledge": [3, 1, 2, 0], | |
| "no_label_reason": [0], | |
| "constraint_ct": [1, 0] | |
| }, | |
| "divisor_map": { | |
| "creativity_scope": 2, | |
| "reasoning": 1, | |
| "contextual_knowledge": 1, | |
| "number_of_few_shots": 1, | |
| "domain_knowledge": 3, | |
| "no_label_reason": 1, | |
| "constraint_ct": 1 | |
| }, | |
| "model_output_type": { | |
| "task_type_1": "string", | |
| "task_type_2": "string", | |
| "task_type_prob": "numeric", | |
| "creativity_scope": "numeric", | |
| "reasoning": "numeric", | |
| "contextual_knowledge": "numeric", | |
| "number_of_few_shots": "numeric", | |
| "domain_knowledge": "numeric", | |
| "no_label_reason": "numeric", | |
| "constraint_ct": "numeric", | |
| "prompt_complexity_score": "numeric" | |
| }, | |
| "creativity_score_map": {"High": 0, "Low": 1, "No": 2}, | |
| "reasoning_map": {"Unknown": -1, "No": 0, "Yes": 1}, | |
| "contextual_knowledge_map": {"Unknown": -1, "No": 0, "Yes": 1}, | |
| "number_of_few_shots_map": { | |
| "0.0": 0, | |
| "1.0": 1, | |
| "2.0": 2, | |
| "3.0": 3, | |
| "4.0": 4, | |
| "5.0": 5 | |
| }, | |
| "domain_knowledge_map": {"High": 0, "Low": 1, "Medium": 2, "No": 3}, | |
| "no_label_reason_map": {"Unknown": 0}, | |
| "constraint_ct_map": {"1.0": 0, "Unknown": 1}, | |
| "pretrained": true, | |
| "drop_out": false | |
| } |