|
{ |
|
"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 |
|
} |
|
} |
|
] |
|
} |