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junaid008
/
hindko-tokenizer

Northern Hindko
Southern Hindko
tokenizers
tokenizer
sentencepiece
unigram
hindko
low-resource
urdu-script
perso-arabic
Model card Files
xet
 Community
hindko-tokenizer
File size: 3,512 Bytes
cc35156
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
 "chart_bytes_per_token_test.png": [
  {
   "label": "hindko-tokenizer (this, 32k)",
   "bytes_per_token": 7.277325843823662,
   "tokens_vs_released": 1.0
  },
  {
   "label": "urnova-95m (best external)",
   "bytes_per_token": 6.061296952279107,
   "tokens_vs_released": 1.2006
  },
  {
   "label": "RoBERTa-Urdu (UrduHack)",
   "bytes_per_token": 5.708947266954404,
   "tokens_vs_released": 1.2747
  },
  {
   "label": "BLOOM",
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   "tokens_vs_released": 1.4209
  },
  {
   "label": "Gemma 3 / Gemma 4",
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  {
   "label": "GPT-4o (o200k)",
   "bytes_per_token": 4.337584149418278,
   "tokens_vs_released": 1.6777
  },
  {
   "label": "Mistral Tekken (NeMo, Small 4)",
   "bytes_per_token": 3.901016504418474,
   "tokens_vs_released": 1.8655
  },
  {
   "label": "Llama 4",
   "bytes_per_token": 3.7268769536216326,
   "tokens_vs_released": 1.9527
  },
  {
   "label": "Qwen 3.5",
   "bytes_per_token": 3.5982036581495,
   "tokens_vs_released": 2.0225
  },
  {
   "label": "DeepSeek-V3 / R1 / V4",
   "bytes_per_token": 3.372220466292344,
   "tokens_vs_released": 2.158
  },
  {
   "label": "Llama 3",
   "bytes_per_token": 2.64122087382617,
   "tokens_vs_released": 2.7553
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 ],
 "chart_lm_bpb_dev_test.png": {
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  ]
 }
}