Downloads · 30 days
4
1% of all-time downloads
mt5-base-trimmed-it-30000
research-backup/mt5-base-trimmed-it-30000
mt5-base-trimmed-it-30000 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 google/mt5-base by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.
All-time downloads
278
Public
Repo size
2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin977 MB · 99%
At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- Mar 4, 2023
- Updated
- Mar 4, 2023
- SHA
- 5e89b90d
Model card
From the Hugging Face model README
Vocabulary Trimmed google/mt5-base: vocabtrimmer/mt5-base-trimmed-it-30000
This model is a trimmed version of google/mt5-base by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.
| google/mt5-base | vocabtrimmer/mt5-base-trimmed-it-30000 | |
|---|---|---|
| parameter_size_full | 582,401,280 | 244,310,784 |
| parameter_size_embedding | 384,172,032 | 46,081,536 |
| vocab_size | 250,112 | 30,001 |
| compression_rate_full | 100.0 | 41.95 |
| compression_rate_embedding | 100.0 | 12.0 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| it | vocabtrimmer/mc4_validation | text | it | validation | 30000 | 2 |
- Library
- transformers
- Type
- mt5
- Created
- Mar 4, 2023
- Updated
- Mar 4, 2023