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Chitti-Base-model-for-GPT-v7
Dhahlan2000/Chitti-Base-model-for-GPT-v7
Chitti-Base-model-for-GPT-v7 is a machine learning model from Dhahlan2000. 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
- t5
- Access
- Public
- Created
- Jun 21, 2024
- Updated
- Jun 21, 2024
- SHA
- ce6cbda3
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. -->
Chitti-Base-model-for-GPT-v7
This model is a fine-tuned version of Dhahlan2000/Chitti-Base-model-for-GPT-v6 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.9886
- Bleu: 3.9298
- Gen Len: 12.3167
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 3.2472 | 1.0 | 9282 | 3.0258 | 3.4033 | 12.52 |
| 3.2282 | 2.0 | 18564 | 3.0057 | 3.6317 | 12.416 |
| 3.2089 | 3.0 | 27846 | 2.9930 | 3.953 | 12.3507 |
| 3.1887 | 4.0 | 37128 | 2.9886 | 3.9298 | 12.3167 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jun 21, 2024
- Updated
- Jun 21, 2024