transformers llama gpt malayalam text-generation-inference text-classification ml dataset:uonlp/CulturaX license:mit endpoints_compatible region:us
---
library_name: transformers
tags:
- llama
- gpt
- malayalam
- text-generation-inference
license: mit
datasets:
- uonlp/CulturaX
language:
- ml
pipeline_tag: text-classification
---

### About

- This tokenizer was trained using the [CulturaX](https://huggingface.co/datasets/uonlp/CulturaX) dataset. We sample 1.2 million datapoints at random.
- This was trained using the [SentencePiece](https://github.com/google/sentencepiece) by Google.
- Then the trained tokens were then added to the `LlamaTokenizer` leading to a total of 49,120 tokens from 32,000 from the original tokenizer.
- The merging was done according to what the [Chinese-Llama-Alpaca](https://github.com/ymcui/Chinese-LLaMA-Alpaca/blob/main/scripts/merge_tokenizer/merge_tokenizers.py)'s merging did.

### Usage
```python
from transformers import LlamaTokenizer
tokenizer = LlamaTokenizer.from_pretrained("learninbit/malayalam-llama-2-tokenizer-v0.1")
text = "ഹനഫസ ഹഫഞ്ചഥ ചകഡു ടെണല ഡൃൊമത്തീഴ ടഞ്ഞഭഞ റദ്ധഷ ഌിപത്മഫഥ ടജ്ജഡ്ഡപ്പെവ പഴുണൊ."
tokens = tokenizer.tokenizer(text)
```