YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/model-cards#model-card-metadata)
Vocabulary Trimmed lmqg/mt5-small-koquad-qa: vocabtrimmer/mt5-small-koquad-qa-trimmed-ko-5000
This model is a trimmed version of lmqg/mt5-small-koquad-qa 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-small-koquad-qa | vocabtrimmer/mt5-small-koquad-qa-trimmed-ko-5000 | |
---|---|---|
parameter_size_full | 300,165,504 | 49,184,128 |
parameter_size_embedding | 256,103,424 | 5,122,048 |
vocab_size | 250,101 | 5,002 |
compression_rate_full | 100.0 | 16.39 |
compression_rate_embedding | 100.0 | 2.0 |
Following table shows the parameter used to trim vocabulary.
language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
---|---|---|---|---|---|---|
ko | vocabtrimmer/mc4_validation | text | ko | validation | 5000 | 2 |
- Downloads last month
- 13
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.