Downloads · 30 days
13
3% of all-time downloads
bart-large-cnn-finetuned-roundup-4-4
theojolliffe/bart-large-cnn-finetuned-roundup-4-4
bart-large-cnn-finetuned-roundup-4-4 is a machine learning model from theojolliffe. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
391
Public
Repo size
8.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.6 GB · 100%
At a glance
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- May 6, 2022
- Updated
- May 6, 2022
- SHA
- 1afdfe00
Model card
From the Hugging Face model README
<!-- 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. -->
bart-large-cnn-finetuned-roundup-4-4
This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7912
- Rouge1: 53.8175
- Rouge2: 35.1335
- Rougel: 38.0823
- Rougelsum: 51.2925
- Gen Len: 142.0
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: 2e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 398 | 0.9455 | 52.8137 | 33.4924 | 35.5866 | 50.7208 | 142.0 |
| 1.1309 | 2.0 | 796 | 0.8397 | 54.0923 | 35.0799 | 37.4609 | 51.5914 | 142.0 |
| 0.6902 | 3.0 | 1194 | 0.7932 | 53.5752 | 35.0842 | 37.9295 | 51.0356 | 142.0 |
| 0.4951 | 4.0 | 1592 | 0.7912 | 53.8175 | 35.1335 | 38.0823 | 51.2925 | 142.0 |
Framework versions
- Transformers 4.18.0
- Pytorch 1.11.0+cu113
- Datasets 2.1.0
- Tokenizers 0.12.1
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- May 6, 2022
- Updated
- May 6, 2022