readme: ---
  language: 
    - ms
  tags:
  - paraphrase
  metrics:
  - sacrebleu
  ---
  
  # finetune-paraphrase-t5-tiny-standard-bahasa-cased
  
  Finetuned T5 tiny on MS paraphrase tasks.
  
  ## Dataset
  
  1. translated PAWS, https://huggingface.co/datasets/mesolitica/translated-PAWS
  2. translated MRPC, https://huggingface.co/datasets/mesolitica/translated-MRPC
  3. translated ParaSCI, https://huggingface.co/datasets/mesolitica/translated-paraSCI
  
  ## Finetune details
  
  1. Finetune using single RTX 3090 Ti.
  
  Scripts at https://github.com/huseinzol05/malaya/tree/master/session/paraphrase/hf-t5
  
  ## Supported prefix
  
  1. `parafrasa: {string}`, for MS paraphrase.
  
  ## Evaluation
  
  Evaluated on MRPC validation set and ParaSCI Arxiv test set.
  
  ```
  {'name': 'BLEU',
   'score': 36.92696648298233,
   '_mean': -1.0,
   '_ci': -1.0,
   '_verbose': '62.5/42.3/33.0/26.9 (BP = 0.943 ratio = 0.945 hyp_len = 95496 ref_len = 101064)',
   'bp': 0.9433611337299734,
   'counts': [59650, 38055, 27875, 21217],
   'totals': [95496, 89952, 84408, 78864],
   'sys_len': 95496,
   'ref_len': 101064,
   'precisions': [62.46334925023038,
    42.30589647812167,
    33.02412093640413,
    26.90327652667884],
   'prec_str': '62.5/42.3/33.0/26.9',
   'ratio': 0.944906198052719}
  ```