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results
SMTruong/results
results is a machine learning model from SMTruong. 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
- Oct 4, 2024
- Updated
- Nov 22, 2024
- SHA
- 8a181959
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. -->
results
This model is a fine-tuned version of google/flan-t5-small on an Shengtao/recipe. It achieves the following results on the evaluation set:
- Loss: 0.1664
Model description
It generates a recipe name using the user's list of ingredients as input.
Intended uses & limitations
More information needed
Training and evaluation data
Data used from Shengtao/recipe dataset. Used title as evaluation data Used ingredients as training data
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-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: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1994 | 1.0 | 4091 | 0.1716 |
| 0.1917 | 2.0 | 8182 | 0.1664 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Oct 4, 2024
- Updated
- Nov 22, 2024