File size: 1,705 Bytes
84cc193 |
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 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 |
---
tags:
- generated_from_trainer
model-index:
- name: Pegasus_paraphraser_3
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# Pegasus_paraphraser_3
This model is a fine-tuned version of [Gayathri142214002/Pegasus_paraphraser_2](https://huggingface.co/Gayathri142214002/Pegasus_paraphraser_2) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2735
## 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: 0.0001
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 0.2379 | 0.46 | 1000 | 0.2257 |
| 0.2471 | 0.91 | 2000 | 0.2310 |
| 0.2034 | 1.37 | 3000 | 0.2519 |
| 0.2011 | 1.83 | 4000 | 0.2442 |
| 0.1772 | 2.28 | 5000 | 0.2644 |
| 0.1695 | 2.74 | 6000 | 0.2562 |
| 0.1532 | 3.19 | 7000 | 0.2754 |
| 0.1417 | 3.65 | 8000 | 0.2735 |
### Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
|