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IMDBSentimentAnalysisLoRaBertUncased – AI Model by LeonardBongard | AlphaNeural AI
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IMDBSentimentAnalysisLoRaBertUncased
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transformers
safetensors
bert
text-classification
en
stanfordnlp/imdb
google-bert/bert-base-uncased
finetune
autotrain_compatible
endpoints_compatible
us
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Model Details
Model:
bert-base-uncased
Architecture:
['BertForSequenceClassification']
Training Parameters:
Epochs: 3
Batch Size: 16
Learning Rate: 3.757374065772398e-05
Weight Decay: 0.15233987118417686
LoRA Parameters:
r: 13
alpha: 64
dropout: 0.1
Evaluation Metrics:
Accuracy: 0.94116
F1 Score: 0.9411596941245539
Dataset:
IMDb
Task:
Sentiment Analysis
Intended Use and Limitations
This model is fine-tuned for text classification. Use with caution for out-of-scope tasks.
Training Data
The model was fine-tuned on the specified dataset.
