Update README.md

README.md

@@ -1,35 +1,35 @@
 ---
-model_configuration:
-  model_filename: dynamic_network.pth
-  max_neurons: 750000
-  epochs: 50
-  clip: 5
-  patience: 7
+adaptation_rate: 0.05
+architectures:
+  - DynamicNeuralNetwork
+complexity_metric: null
+desired_improvement_rate: 0.02
+ecosystem_dynamics:
+  environmental_volatility: 0.1
+  resource_pool: 1.0
+embedding_dim: 768
+growth_improvement_threshold: 0.01
+hidden_dim: 2048
+initial_neuron_count: 5000
+innovative_growth_net:
   adaptation_rate: 0.05
-  sequence_length: 200
-  max_sequence_length: 200
-  weight_decay: 0.005
-  num_embeddings: 25000
-  embedding_dim: 768
-  hidden_dim: 2048
-  learning_rate: 0.00001
-  some_intermediate_size: 3072
-
-hyperparameters:
-  input_dimension: 768
-  initial_neuron_count: 5000
-  some_adaptation_rate: 0.05
   complexity_metric: null
-
-additional_hyperparameters:
-  growth_improvement_threshold: 0.01
-  pruning_improvement_threshold: 0.005
-  stability_threshold: 0.02
-  max_complexity: 10000
-  low_stability_threshold: 0.01
-  min_epochs_before_growth: 5
-  desired_improvement_rate: 0.02
-  max_sequence_length: 200
+  initial_capacity: 250000
+  input_size: 2048
+input_dimension: 768
+low_stability_threshold: 0.01
+max_complexity: 10000
+max_neurons: 250000
+max_sequence_length: 200
+min_epochs_before_growth: 5
+model_filename: dynamic_network.pth
+model_type: dynamic_neural_network
+num_embeddings: 25000
+pruning_improvement_threshold: 0.005
+some_adaptation_rate: 0.05
+stability_threshold: 0.02
+start_token_index: 2
+transformers_version: "4.34.0"
 
 license: apache-2.0