metadata
license: apache-2.0
library_name: transformers
tags:
- text-classification
- experiment
BestCheckpoint Model
This model was selected as the best checkpoint from a series of hyperparameter search experiments. It achieved the highest validation F1 score across all runs.
Training Details
| Hyperparameter | Value |
|---|---|
| Best Run | run_swift_hawk |
| Validation F1 | 0.891 |
| Validation Loss | 0.287 |
| Epoch | 7 |
| Learning Rate | 2e-05 |
Evaluation
The model was evaluated on a held-out validation set. The primary selection criterion was val_f1.
Usage
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("BestCheckpoint-ExpRepo")
tokenizer = AutoTokenizer.from_pretrained("BestCheckpoint-ExpRepo")
Limitations
This model was trained for research purposes and may not generalize well to all domains.
License
This model is released under the Apache 2.0 license.