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asahi417/mbart-large-cc25-trimmed-esvocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.| facebook/mbart-large-cc25 | asahi417/mbart-large-cc25-trimmed-es | |
|---|---|---|
| parameter_size_full | 610,851,840 | 476,043,264 |
| parameter_size_embedding | 512,055,296 | 242,438,144 |
| vocab_size | 250,027 | 118,378 |
| compression_rate_full | 100.0 | 77.93 |
| compression_rate_embedding | 100.0 | 47.35 |