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flan-t5-small-asap_t3_f4_prompt_adherence
salbatarni/flan-t5-small-asap_t3_f4_prompt_adherence
flan-t5-small-asap_t3_f4_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
- 728b560a
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_f4_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: 0.0608
- Rouge1: 82.8313
- Rouge2: 78.4206
- Rougel: 82.8099
- Rougelsum: 82.8613
- Gen Len: 12.0348
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 | 0.0835 | 79.9299 | 74.5797 | 79.9059 | 79.9231 | 12.0014 |
| 0.4025 | 2.0 | 518 | 0.0650 | 82.5527 | 78.0538 | 82.5428 | 82.5779 | 12.0362 |
| 0.4025 | 3.0 | 777 | 0.0691 | 81.7292 | 76.9481 | 81.6638 | 81.7225 | 12.0348 |
| 0.0755 | 4.0 | 1036 | 0.0603 | 82.7227 | 78.3165 | 82.7288 | 82.7698 | 12.0435 |
| 0.0755 | 5.0 | 1295 | 0.0608 | 82.8313 | 78.4206 | 82.8099 | 82.8613 | 12.0348 |
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