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mt5-base-dequad-qg-trimmed-45000
research-backup/mt5-base-dequad-qg-trimmed-45000
mt5-base-dequad-qg-trimmed-45000 is a machine learning model from research-backup. 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.
This model is a trimmed version of lmqg/mt5-base-dequad-qg by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.
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At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- Mar 3, 2023
- Updated
- Mar 3, 2023
- SHA
- 1a8ff12d
Model card
From the Hugging Face model README
Vocabulary Trimmed lmqg/mt5-base-dequad-qg: vocabtrimmer/mt5-base-dequad-qg-trimmed-45000
This model is a trimmed version of lmqg/mt5-base-dequad-qg by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.
| lmqg/mt5-base-dequad-qg | vocabtrimmer/mt5-base-dequad-qg-trimmed-45000 | |
|---|---|---|
| parameter_size_full | 582,384,384 | 267,352,320 |
| parameter_size_embedding | 384,155,136 | 69,123,072 |
| vocab_size | 250,101 | 45,002 |
| compression_rate_full | 100.0 | 45.91 |
| compression_rate_embedding | 100.0 | 17.99 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| de | vocabtrimmer/mc4_validation | text | de | validation | 45000 | 2 |
- Library
- transformers
- Type
- mt5
- Created
- Mar 3, 2023
- Updated
- Mar 3, 2023