File size: 1,005 Bytes
56cf0ff
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
---
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

```python
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.