metadata
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