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flan-t5-base-dialoguSum_Solar_koen
SummerHotBreeze/flan-t5-base-dialoguSum_Solar_koen
flan-t5-base-dialoguSum_Solar_koen is a machine learning model from SummerHotBreeze. 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 2, 2024
- Updated
- Sep 2, 2024
- SHA
- 9cd2731d
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-dialoguSum_Solar_koen
This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.8520
- Rouge1: 11.9395
- Rouge2: 3.75
- Rougel: 10.3395
- Rougelsum: 11.9395
- Gen Len: 13.0
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: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- 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 | 5 | 2.9176 | 9.0824 | 3.75 | 9.0824 | 9.0824 | 11.6 |
| No log | 2.0 | 10 | 2.8520 | 11.9395 | 3.75 | 10.3395 | 11.9395 | 13.0 |
| No log | 3.0 | 15 | 2.8061 | 11.9395 | 3.75 | 10.3395 | 11.9395 | 13.0 |
| No log | 4.0 | 20 | 2.7792 | 7.3071 | 0.0 | 5.7 | 7.3071 | 16.2 |
| No log | 5.0 | 25 | 2.7691 | 10.1643 | 0.0 | 7.7381 | 10.1643 | 15.8 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Sep 2, 2024
- Updated
- Sep 2, 2024