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t5-base-kw2email-v4
postbot/t5-base-kw2email-v4
t5-base-kw2email-v4 is a machine learning model from postbot. 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 version improves on prior "base" versions by using training hyperparameters more closely aligned with bigscience/T0
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Sep 5, 2022
- Updated
- Dec 20, 2024
- SHA
- ad20dfed
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Base models
Datasets
Model card
From the Hugging Face model README
t5-base-kw2email-v4
This version improves on prior "base" versions by using training hyperparameters more closely aligned with bigscience/T0
This model is a fine-tuned version of pszemraj/t5-base-kw2email-v3.5 on the None dataset.
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: 0.001
- train_batch_size: 8
- eval_batch_size: 2
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 32
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 2
Training results
Framework versions
- Transformers 4.21.2
- Pytorch 1.12.1+cu113
- Datasets 2.4.0
- Tokenizers 0.12.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Sep 5, 2022
- Updated
- Dec 20, 2024