Downloads · 30 days
13
3% of all-time downloads
xlm-v-base-trimmed-es
vocabtrimmer/xlm-v-base-trimmed-es
xlm-v-base-trimmed-es is a fill-mask model from vocabtrimmer. Use it when you need the model to fill a missing word. It is set up for transformers.
This model is a trimmed version of facebook/xlm-v-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
384
Public
Repo size
2.2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.1 GB · 97%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Apr 1, 2023
- Updated
- Apr 1, 2023
- SHA
- 6ed4efd6
Try a prompt
Model card
From the Hugging Face model README
Vocabulary Trimmed facebook/xlm-v-base: vocabtrimmer/xlm-v-base-trimmed-es
This model is a trimmed version of facebook/xlm-v-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.
| facebook/xlm-v-base | vocabtrimmer/xlm-v-base-trimmed-es | |
|---|---|---|
| parameter_size_full | 779,396,349 | 273,192,102 |
| parameter_size_embedding | 692,451,072 | 186,905,088 |
| vocab_size | 901,629 | 243,366 |
| compression_rate_full | 100.0 | 35.05 |
| compression_rate_embedding | 100.0 | 26.99 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| es | vocabtrimmer/mc4_validation | text | es | validation | 2 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- xlm-roberta
- Created
- Apr 1, 2023
- Updated
- Apr 1, 2023