ChatgaiyyaBench / artifacts /tokenizer_study.json
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ChatgaiyyaBench: 8-task Chittagonian benchmark + unified corpus
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[
{
"tokenizer": "Qwen/Qwen2.5-1.5B",
"vocab": 151643,
"fertility_bn": 5.19,
"fertility_ctg": 5.722,
"dialect_tax": 0.532,
"tax_pct": 10.2
},
{
"tokenizer": "google/mt5-base",
"vocab": 250100,
"fertility_bn": 2.081,
"fertility_ctg": 2.54,
"dialect_tax": 0.459,
"tax_pct": 22.1
},
{
"tokenizer": "FacebookAI/xlm-roberta-base",
"vocab": 250002,
"fertility_bn": 1.573,
"fertility_ctg": 2.475,
"dialect_tax": 0.902,
"tax_pct": 57.3
},
{
"tokenizer": "csebuetnlp/banglat5",
"vocab": 32100,
"fertility_bn": 1.054,
"fertility_ctg": 1.819,
"dialect_tax": 0.765,
"tax_pct": 72.6
},
{
"tokenizer": "sagorsarker/bangla-bert-base",
"vocab": 101975,
"fertility_bn": 1.061,
"fertility_ctg": 1.75,
"dialect_tax": 0.689,
"tax_pct": 65.0
}
]