commit files to HF hub

README.md

@@ -1,3 +1,18 @@
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-license: apache-2.0
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+# Vocabulary Trimmed [google/mt5-base](https://huggingface.co/google/mt5-base): `seonjeongh/mt5-base-ko` 
+This model is a trimmed version of [google/mt5-base](https://huggingface.co/google/mt5-base) by [`vocabtrimmer`](https://github.com/asahi417/lm-vocab-trimmer), 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   | seonjeongh/mt5-base-ko   |
+|:---------------------------|:------------------|:-------------------------|
+| parameter_size_full        | 582,401,280       | 310,904,064              |
+| parameter_size_embedding   | 384,172,032       | 112,674,816              |
+| vocab_size                 | 250,112           | 73,356                   |
+| compression_rate_full      | 100.0             | 53.38                    |
+| compression_rate_embedding | 100.0             | 29.33                    |
+
+
+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      |                     |               2 |