Text Classification
Transformers
Safetensors
distilbert
Generated from Trainer
text-embeddings-inference
Instructions to use artem2284708/basketball-mod with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use artem2284708/basketball-mod with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="artem2284708/basketball-mod")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("artem2284708/basketball-mod") model = AutoModelForSequenceClassification.from_pretrained("artem2284708/basketball-mod", device_map="auto") - Notebooks
- Google Colab
- Kaggle
basketball-mod
This model is a fine-tuned version of artem2284708/my_awesome_model on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9718
- Accuracy: 0.4
- F1: 0.2908
- Precision: 0.3281
- Recall: 0.4
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: 1e-07
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 0.9669 | 1.0 | 9 | 0.9672 | 0.5 | 0.3906 | 0.3238 | 0.5 |
| 0.9624 | 2.0 | 18 | 0.9664 | 0.5 | 0.3906 | 0.3238 | 0.5 |
| 0.952 | 3.0 | 27 | 0.9660 | 0.5 | 0.3906 | 0.3238 | 0.5 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 2.14.4
- Tokenizers 0.21.1
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Model tree for artem2284708/basketball-mod
Base model
distilbert/distilbert-base-uncased Finetuned
artem2284708/my_awesome_model