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mt5-base-anaphora_czech_6e
patrixtano/mt5-base-anaphora_czech_6e
mt5-base-anaphora_czech_6e is a machine learning model from patrixtano. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Oct 11, 2024
- Updated
- Oct 19, 2024
- SHA
- 1c9618b7
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. -->
mt5-base-anaphora_czech_3e
This model is a fine-tuned version of google/mt5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0203
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: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0492 | 1.0 | 44960 | 0.0258 |
| 0.0301 | 2.0 | 89920 | 0.0220 |
| 0.0218 | 3.0 | 134880 | 0.0214 |
| 0.0186 | 4.0 | 179840 | 0.0199 |
| 0.0146 | 5.0 | 224800 | 0.0209 |
| 0.0145 | 6.0 | 269760 | 0.0203 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Oct 11, 2024
- Updated
- Oct 19, 2024