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mt5-base-jaquad-qg-trimmed
research-backup/mt5-base-jaquad-qg-trimmed
mt5-base-jaquad-qg-trimmed 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-jaquad-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 4, 2023
- Updated
- Mar 4, 2023
- SHA
- c007695a
Model card
From the Hugging Face model README
Vocabulary Trimmed lmqg/mt5-base-jaquad-qg: vocabtrimmer/mt5-base-jaquad-qg-trimmed
This model is a trimmed version of lmqg/mt5-base-jaquad-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-jaquad-qg | vocabtrimmer/mt5-base-jaquad-qg-trimmed | |
|---|---|---|
| parameter_size_full | 582,384,384 | 391,617,792 |
| parameter_size_embedding | 384,155,136 | 193,388,544 |
| vocab_size | 250,101 | 125,904 |
| compression_rate_full | 100.0 | 67.24 |
| compression_rate_embedding | 100.0 | 50.34 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| ja | vocabtrimmer/mc4_validation | text | ja | validation | 2 |
- Library
- transformers
- Type
- mt5
- Created
- Mar 4, 2023
- Updated
- Mar 4, 2023