Downloads · 30 days
11
23% of all-time downloads
mtl-infoxlm-large-dsc
MiuN2k3/mtl-infoxlm-large-dsc
mtl-infoxlm-large-dsc is a machine learning model from MiuN2k3. 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.
should probably proofread and complete it, then remove this comment. --
All-time downloads
48
Public
Parameters
559M
22.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.2 GB · 100%
At a glance
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Sep 8, 2024
- Updated
- Sep 8, 2024
- SHA
- 9dd0f6f9
Base models
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. -->
mtl-infoxlm-large-dsc
This model is a fine-tuned version of microsoft/infoxlm-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3297
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: 1e-05
- train_batch_size: 8
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.5192 | 1.0 | 3087 | 0.5891 |
| 0.3815 | 2.0 | 6174 | 0.3213 |
| 0.4907 | 3.0 | 9261 | 0.2747 |
| 0.4225 | 4.0 | 12348 | 0.2774 |
| 0.1924 | 5.0 | 15435 | 0.2602 |
| 0.1058 | 6.0 | 18522 | 0.2309 |
| 0.2346 | 7.0 | 21609 | 0.2509 |
| 0.0394 | 8.0 | 24696 | 0.2947 |
| 0.0299 | 9.0 | 27783 | 0.3111 |
| 0.1085 | 10.0 | 30870 | 0.3297 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- roberta
- Created
- Sep 8, 2024
- Updated
- Sep 8, 2024