File size: 1,108 Bytes
2369c09 227f35b 2369c09 74b255a f507dfa 74b255a 3685001 74b255a |
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 43 |
---
license: mit
datasets:
- taskydata/tasky_or_not
language:
- en
metrics:
- accuracy
- f1
- recall
- precision
pipeline_tag: text-classification
---
**Hyperparameters:**
- learning rate: 2e-5
- weight decay: 0.01
- per_device_train_batch_size: 8
- per_device_eval_batch_size: 8
- gradient_accumulation_steps:1
- eval steps: 24000
- max_length: 512
- num_epochs: 2
- hidden_dropout_prob: 0.3
- attention_probs_dropout_prob: 0.25
**Dataset version:**
- taskydata/10xp3nirstbbflanse_5xc4
**Checkpoint:**
- 48000 steps
**Results on Validation set:**
| **Step** | **Training Loss** | **Validation Loss** | **Accuracy** | **Precision** | **Recall** | **F1** |
|:--------:|:-----------------:|:-------------------:|:------------:|:-------------:|:----------:|:--------:|
| 24000 | 0.052000 | 0.071572 | 0.988261 | 0.999752 | 0.987852 | 0.993767 |
| 48000 | 0.015100 | 0.026952 | 0.995925 | 0.999564 | 0.996132 | 0.997846 |
**Wandb logs:**
- https://wandb.ai/manandey/huggingface/runs/2vh7iwi6?workspace=user-manandey |