Update README.md

README.md

@@ -6,6 +6,28 @@
 
 The model is trained on around ~11B tokens (64 size batch, 512 tokens, 350k steps). 
 
+## load tokenizer
+
+```
+>>> tokenizer = transformers.AutoTokenizer.from_pretrained("flax-community/bengali-t5-large")
+>>> tokenizer.encode("আমি বাংলার গান গাই")
+>>> tokenizer.decode([93, 1912, 814, 5995, 3, 1])
+```
+
+```
+[93, 1912, 814, 5995, 3, 1]
+'আমি বাংলার গান গাই </s>'
+```
+
+## load model
+
+```
+config  = T5Config.from_pretrained("flax-community/bengali-t5-base")
+model = FlaxT5ForConditionalGeneration.from_pretrained("flax-community/bengali-t5-base", config=config)
+```
+
+Please note that we haven't finetuned the model in any downstream task. If you are finetuning the model in any downstream task, please let us know about it. Shoot us an email (sbmaruf at gmail dot com)
+
 ## Proposal
 - [Project Proposal](https://discuss.huggingface.co/t/pretrain-t5-from-scratch-in-bengali/7121)