Hindi_Tokenizer / comparison_report.json
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{
"custom_bpe": {
"tokenizer_name": "custom_bpe",
"total_words_evaluated": 158106,
"total_tokens_produced": 589509,
"compression_ratio": 1.7228,
"avg_tokens_per_word": 3.7286,
"coverage_percentage": 97.72,
"unknown_word_percentage": 0.0
},
"phase2_subword_discovery": {
"tokenizer_name": "phase2_subword_discovery",
"total_words_evaluated": 158106,
"total_tokens_produced": 158110,
"compression_ratio": 6.4233,
"avg_tokens_per_word": 1.0,
"coverage_percentage": 99.97,
"unknown_word_percentage": 0.0
},
"sentencepiece_bpe": {
"tokenizer_name": "sentencepiece_bpe",
"total_words_evaluated": 158106,
"total_tokens_produced": 724187,
"compression_ratio": 1.4024,
"avg_tokens_per_word": 4.5804,
"coverage_percentage": 89.39,
"unknown_word_percentage": 0.0
},
"sentencepiece_unigram": {
"tokenizer_name": "sentencepiece_unigram",
"total_words_evaluated": 158106,
"total_tokens_produced": 751698,
"compression_ratio": 1.351,
"avg_tokens_per_word": 4.7544,
"coverage_percentage": 86.42,
"unknown_word_percentage": 0.0
}
}