Create README.md

README.md

@@ -0,0 +1,50 @@
+---
+language: 
+  - ms
+tags:
+- paraphrase
+metrics:
+- sacrebleu
+---
+
+# finetune-paraphrase-t5-small-standard-bahasa-cased
+
+Finetuned T5 small 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
+
+## 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 PAWS test set.
+
+```
+{'name': 'BLEU',
+ 'score': 61.559202822392486,
+ '_mean': -1.0,
+ '_ci': -1.0,
+ '_verbose': '86.0/68.4/56.1/46.3 (BP = 0.984 ratio = 0.984 hyp_len = 138806 ref_len = 141004)',
+ 'bp': 0.9842896648933511,
+ 'counts': [119394, 90149, 69905, 54500],
+ 'totals': [138806, 131732, 124658, 117584],
+ 'sys_len': 138806,
+ 'ref_len': 141004,
+ 'precisions': [86.0150137602121,
+  68.43363799228737,
+  56.07742784257729,
+  46.34984351612464],
+ 'prec_str': '86.0/68.4/56.1/46.3',
+ 'ratio': 0.9844117897364614}
+```