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mt0-base_fine_lr0.005_bs4_epoch5_wd0.01
jysssacc/mt0-base_fine_lr0.005_bs4_epoch5_wd0.01
mt0-base_fine_lr0.005_bs4_epoch5_wd0.01 is a machine learning model from jysssacc. 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
- Jan 11, 2024
- Updated
- Jan 12, 2024
- SHA
- 918f05af
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. -->
mt0-base_fine_lr0.005_bs4_epoch5_wd0.01
This model is a fine-tuned version of bigscience/mt0-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 6.0147
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: 0.005
- train_batch_size: 4
- 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_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0959 | 1.0 | 157 | 0.1935 |
| 0.755 | 2.0 | 314 | 0.8319 |
| 1.6037 | 3.0 | 471 | 6.6868 |
| 5.8058 | 4.0 | 628 | 6.2972 |
| 5.3912 | 5.0 | 785 | 6.0147 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.0.1
- Datasets 2.16.1
- Tokenizers 0.15.0
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Jan 11, 2024
- Updated
- Jan 12, 2024