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flan-t5-small-asap_t3_f0_pa
salbatarni/flan-t5-small-asap_t3_f0_pa
flan-t5-small-asap_t3_f0_pa is a machine learning model from salbatarni. 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
- Mar 1, 2024
- Updated
- Mar 1, 2024
- SHA
- db2f16f0
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-small-asap_t3_f0_pa
This model is a fine-tuned version of google/flan-t5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0564
- Rouge1: 83.5868
- Rouge2: 79.2034
- Rougel: 83.6443
- Rougelsum: 83.6385
- Gen Len: 12.0478
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: 8
- eval_batch_size: 8
- 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 |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 259 | 0.0883 | 78.5864 | 72.6388 | 78.5689 | 78.5751 | 12.0072 |
| 0.3997 | 2.0 | 518 | 0.0670 | 82.2729 | 77.3733 | 82.2731 | 82.3003 | 12.0232 |
| 0.3997 | 3.0 | 777 | 0.0580 | 83.4593 | 78.9471 | 83.5089 | 83.5189 | 12.0464 |
| 0.0732 | 4.0 | 1036 | 0.0570 | 83.5601 | 79.1687 | 83.5758 | 83.5695 | 12.0551 |
| 0.0732 | 5.0 | 1295 | 0.0564 | 83.5868 | 79.2034 | 83.6443 | 83.6385 | 12.0478 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Mar 1, 2024
- Updated
- Mar 1, 2024