Update README.md

README.md

@@ -56,5 +56,27 @@ Install the following library before running the code:
 - pip install accelerate
 
 ```py
-# code will add soon
+import transformers
+from transformers import pipeline
+
+name = 'hishab/titulm-1b-bn-v1'
+
+config = transformers.AutoConfig.from_pretrained(name, trust_remote_code=True)
+config.max_seq_len = 2048
+
+model = transformers.AutoModelForCausalLM.from_pretrained(
+  name,
+  config=config,
+  trust_remote_code=True
+)
+
+tokenizer = transformers.AutoTokenizer.from_pretrained('hishab/titulm-1b-bn-v1')
+
+pipe = pipeline('text-generation', model=model, tokenizer=tokenizer, device='cuda:0')
+output = pipe('আমি বাংলায় গান\n',
+            max_new_tokens=100,
+            do_sample=True,
+            use_cache=True)
+
+print(output)
 ```