import torch
from transformers import LlamaTokenizer, LlamaForCausalLM

tokenizer = LlamaTokenizer.from_pretrained('sarvamai/OpenHathi-7B-Hi-v0.1-Base')
# model = LlamaForCausalLM.from_pretrained('sarvamai/OpenHathi-7B-Hi-v0.1-Base', torch_dtype=torch.bfloat16)

prompt = "The Indian cricket fans were very disappointed after India's loss against Australia in the World Cup."
inputs = tokenizer.encode(prompt)#, return_tensors="pt")
print(len(inputs))
print(tokenizer.decode(inputs))

prompt="विश्व कप में ऑस्ट्रेलिया के खिलाफ भारत की हार के बाद भारतीय क्रिकेट प्रशंसक काफी निराश थे।"
inputs = tokenizer.encode(prompt)#, return_tensors="pt")
print(len(inputs))
print(tokenizer.decode(inputs))
# Generate
# generate_ids = model.generate(inputs.input_ids, max_length=30)
# tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]