Berufsschule/VeracityAI
Berufsschule
/
VeracityAI
Archived
3
0
Fork 0
Code Issues 9 Pull Requests Packages Projects Releases Wiki Activity

switched to 50% Bert instead of 25%

This commit is contained in:
Falko Victor Habel 2024-08-31 21:14:31 +02:00
parent beb9eedc1f
commit b55fc02ede
2 changed files with 1 additions and 26 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

25
src/model/VeriMindSmall/config.json
View File

@ -1,25 +0,0 @@
{
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 384,
"initializer_range": 0.02,
"intermediate_size": 1536,
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 6,
"num_hidden_layers": 6,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.44.0",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 119547
}

2
src/model/train.py
View File

@ -114,7 +114,7 @@ if __name__ == '__main__':
train_df, val_df = train_test_split(df, test_size=0.35, random_state=42) train_df, val_df = train_test_split(df, test_size=0.35, random_state=42)
# Initialize and train the model # Initialize and train the model
trainer = FakeNewsModelTrainer(size_factor=0.25) trainer = FakeNewsModelTrainer(size_factor=0.5)
train_data = trainer.prepare_data(train_df) train_data = trainer.prepare_data(train_df)
val_data = trainer.prepare_data(val_df) val_data = trainer.prepare_data(val_df)
trainer.train(train_data, val_data) trainer.train(train_data, val_data)