Text Classification
Transformers
Safetensors
roberta
Generated from Trainer
text-embeddings-inference
Instructions to use sytnaxerror/benjaminvdb-dbrd with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use sytnaxerror/benjaminvdb-dbrd with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="sytnaxerror/benjaminvdb-dbrd")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("sytnaxerror/benjaminvdb-dbrd") model = AutoModelForSequenceClassification.from_pretrained("sytnaxerror/benjaminvdb-dbrd", device_map="auto") - Notebooks
- Google Colab
- Kaggle
benjaminvdb-dbrd
This model is a fine-tuned version of sytnaxerror/yhavinga-imdb_dutch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2641
- Accuracy: 0.9227
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.3253 | 1.0 | 1252 | 0.3086 | 0.8939 |
| 0.2075 | 2.0 | 2504 | 0.2834 | 0.9146 |
| 0.1679 | 3.0 | 3756 | 0.2641 | 0.9227 |
Framework versions
- Transformers 5.4.0
- Pytorch 2.9.1+cu130
- Datasets 4.8.4
- Tokenizers 0.22.2
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Model tree for sytnaxerror/benjaminvdb-dbrd
Base model
DTAI-KULeuven/robbert-2023-dutch-base Finetuned
sytnaxerror/yhavinga-imdb_dutch