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flan-t5-base-minhcrafters-pychael
minhcrafters/flan-t5-base-minhcrafters-pychael
flan-t5-base-minhcrafters-pychael is a machine learning model from minhcrafters. 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
- Sep 4, 2024
- Updated
- Sep 4, 2024
- SHA
- 69474004
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. -->
flan-t5-base-minhcrafters-pychael
This model is a fine-tuned version of minhcrafters/flan-t5-base-minhcrafters on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.3124
- Rouge1: 34.6663
- Rouge2: 4.3603
- Rougel: 34.6073
- Rougelsum: 34.5948
- Gen Len: 14.1035
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.4472 | 1.0 | 1371 | 1.3073 | 32.4779 | 4.0481 | 32.3997 | 32.3826 | 14.6786 |
| 1.2634 | 2.0 | 2742 | 1.2974 | 33.5824 | 4.204 | 33.5354 | 33.5345 | 14.4730 |
| 1.223 | 3.0 | 4113 | 1.2969 | 34.6222 | 3.9502 | 34.6111 | 34.5935 | 14.0926 |
| 1.1697 | 4.0 | 5484 | 1.3094 | 34.1347 | 4.3022 | 34.0956 | 34.0611 | 14.2515 |
| 1.079 | 5.0 | 6855 | 1.3124 | 34.6663 | 4.3603 | 34.6073 | 34.5948 | 14.1035 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Sep 4, 2024
- Updated
- Sep 4, 2024