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t5-small-nlu-tm1-context3
ConvLab/t5-small-nlu-tm1-context3
t5-small-nlu-tm1-context3 is a machine learning model from ConvLab. 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.
This model is a fine-tuned version of t5-small on Taskmaster-1 with context window size == 3.
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Dec 4, 2022
- Updated
- Dec 4, 2022
- SHA
- 7b1959d7
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Datasets
Model card
From the Hugging Face model README
t5-small-nlu-tm1-context3
This model is a fine-tuned version of t5-small on Taskmaster-1 with context window size == 3.
Refer to ConvLab-3 for model description and usage.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.001
- train_batch_size: 128
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 256
- optimizer: Adafactor
- lr_scheduler_type: linear
- num_epochs: 10.0
Framework versions
- Transformers 4.18.0
- Pytorch 1.10.2+cu102
- Datasets 1.18.3
- Tokenizers 0.11.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Languages
- en
- Created
- Dec 4, 2022
- Updated
- Dec 4, 2022