| { |
| "model_type": "Transformers", |
| "model_name": "SquanchNasty AI Model", |
| "pipeline": "advanced_conversation", |
| "max_length": 4096, |
| "num_return_sequences": 3, |
| "do_sample": true, |
| "num_beams": 8, |
| "no_repeat_ngram_size": 6, |
| "response_length": 4096, |
| "num_proactive_sequences": 5, |
| "proactive_chance": 0.75, |
| "pipelines": [ |
| { |
| "name": "advanced_conversation", |
| "type": "Transformer", |
| "parameters": { |
| "num_layers": 36, |
| "hidden_size": 2048, |
| "num_heads": 24, |
| "attention_dropout": 0.15, |
| "relu_dropout": 0.15, |
| "layer_norm_epsilon": 1e-6, |
| "use_context_window": true, |
| "context_window_size": 10, |
| "use_self_attention": true, |
| "use_self_feedback": true, |
| "use_transfer_learning": true, |
| "use_reinforcement_learning": true, |
| "use_nlp": true, |
| "use_nlu": true, |
| "use_nlg": true, |
| "use_dml": true, |
| "use_bdi": true, |
| "use_emotional_intelligence": true, |
| "use_logic": true, |
| "use_reasoning": true, |
| "use_contextual_awareness": true, |
| "use_self_learning": true, |
| "use_internet_access": true, |
| "use_graph_neural_networks": true, |
| "use_attention_mechanisms": true, |
| "use_memory_augmentation": true, |
| "use_meta_learning": true, |
| "use_generative_adversarial_networks": true, |
| "use_autoregressive_models": true, |
| "use_recurrent_networks": true, |
| "use_transformer_networks": true, |
| "fine_tune_hyperparameters": true, |
| "data_augmentation": true, |
| "reinforcement_learning": true, |
| "transfer_learning": true, |
| "multi_modal_learning": true, |
| "ethical_considerations": true, |
| "continual_learning": true, |
| "explainability": true, |
| "privacy_and_security": true, |
| "collaborative_learning": true, |
| "performance_optimization": true, |
| "scalability": true, |
| "reproducibility": true, |
| "documentation": true, |
| "algorithm_selection": true, |
| "hyperparameter_tuning": true, |
| "ensemble_learning": true, |
| "interpretability": true, |
| "fairness_and_bias_mitigation": true, |
| "adversarial_defense": true, |
| "responsible_ai_practices": true, |
| "model_monitoring": true |
| } |
| } |
| ] |
| } |
