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flan-recipes
theojolliffe/flan-recipes
flan-recipes is a machine learning model from theojolliffe. 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
- Aug 9, 2023
- Updated
- Aug 9, 2023
- SHA
- 1a8001e5
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-recipes
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: nan
- Rouge1: 71.0741
- Rouge2: 34.937
- Rougel: 71.129
- Rougelsum: 71.0758
- Gen Len: 4.0103
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: 2e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.0 | 1.0 | 873 | nan | 71.0741 | 34.937 | 71.129 | 71.0758 | 4.0103 |
| 0.0 | 2.0 | 1746 | nan | 71.0741 | 34.937 | 71.129 | 71.0758 | 4.0103 |
| 0.0 | 3.0 | 2619 | nan | 71.0741 | 34.937 | 71.129 | 71.0758 | 4.0103 |
| 0.0 | 4.0 | 3492 | nan | 71.0741 | 34.937 | 71.129 | 71.0758 | 4.0103 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Aug 9, 2023
- Updated
- Aug 9, 2023