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flan-t5-small-asap_t5_f1_prompt_adherence
salbatarni/flan-t5-small-asap_t5_f1_prompt_adherence
flan-t5-small-asap_t5_f1_prompt_adherence 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 2, 2024
- Updated
- Mar 2, 2024
- SHA
- 08f50981
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_t5_f1_prompt_adherence
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: 0.0647
- Rouge1: 79.2006
- Rouge2: 73.7804
- Rougel: 79.2274
- Rougelsum: 79.2405
- Gen Len: 12.0471
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 | 271 | 0.0993 | 76.0054 | 69.0068 | 76.0105 | 75.9722 | 12.0014 |
| 0.4749 | 2.0 | 542 | 0.0693 | 78.2033 | 72.3784 | 78.2208 | 78.1724 | 12.0540 |
| 0.4749 | 3.0 | 813 | 0.0660 | 79.4313 | 73.9365 | 79.4865 | 79.4338 | 12.0429 |
| 0.0883 | 4.0 | 1084 | 0.0644 | 79.2898 | 73.9021 | 79.3393 | 79.3354 | 12.0568 |
| 0.0883 | 5.0 | 1355 | 0.0647 | 79.2006 | 73.7804 | 79.2274 | 79.2405 | 12.0471 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Mar 2, 2024
- Updated
- Mar 2, 2024