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FearNews_1_loadbest
tjkmitl/FearNews_1_loadbest
FearNews_1_loadbest is a machine learning model from tjkmitl. 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. --
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At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- Feb 1, 2024
- Updated
- Feb 1, 2024
- SHA
- 814d8a2e
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. -->
FearNews_1_loadbest
This model is a fine-tuned version of csebuetnlp/mT5_multilingual_XLSum on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.2853
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: 5e-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
- lr_scheduler_warmup_steps: 1000
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5702 | 1.08 | 200 | 3.4542 |
| 1.5764 | 2.15 | 400 | 3.5080 |
| 1.8336 | 3.23 | 600 | 3.5567 |
| 1.146 | 4.3 | 800 | 3.6572 |
| 1.4305 | 5.38 | 1000 | 3.8077 |
| 0.9643 | 6.45 | 1200 | 3.9775 |
| 0.9929 | 7.53 | 1400 | 4.1400 |
| 0.8563 | 8.6 | 1600 | 4.2600 |
| 0.7378 | 9.68 | 1800 | 4.2853 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- Library
- transformers
- Type
- mt5
- Created
- Feb 1, 2024
- Updated
- Feb 1, 2024