Update README.md

README.md

@@ -1,3 +1,47 @@
----
+model_configuration:
+  model_filename: dynamic_network.pth
+  max_neurons: 750000
+  epochs: 50
+  clip: 5
+  patience: 7
+  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
+
 license: apache-2.0
----
+
+datasets:
+  - vicgalle/alpaca-gpt4
+
+language:
+  - en
+
+library_name: transformers
+
+tags:
+  - text-generation-inference
+
+metrics:
+  - accuracy