metadata
library_name: transformers
base_model: microsoft/infoxlm-base
tags:
- generated_from_trainer
model-index:
- name: mtl-infoxlm-base-viwiki
results: []
mtl-infoxlm-base-viwiki
This model is a fine-tuned version of microsoft/infoxlm-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5990
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: 16
- eval_batch_size: 16
- 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 |
|---|---|---|---|
| 0.9148 | 1.0 | 960 | 0.8810 |
| 0.7963 | 2.0 | 1920 | 0.7163 |
| 0.6912 | 3.0 | 2880 | 0.6774 |
| 0.7008 | 4.0 | 3840 | 0.6341 |
| 0.6108 | 5.0 | 4800 | 0.6281 |
| 0.6085 | 6.0 | 5760 | 0.6240 |
| 0.487 | 7.0 | 6720 | 0.5996 |
| 0.6151 | 8.0 | 7680 | 0.5914 |
| 0.5214 | 9.0 | 8640 | 0.5911 |
| 0.5058 | 10.0 | 9600 | 0.5990 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0
- Datasets 2.21.0
- Tokenizers 0.19.1