README.md

---
widget:
- text: "ความรัก"
---

# Generate Thai Lyrics

GPT2 for Thai lyrics generation. We use [GPT2 base Thai](https://huggingface.co/flax-community/gpt2-base-thai) as a pre-trained model
for [Siamzom lyrics](https://www.siamzone.com/music/thailyric/)


## Example use

``` py
from transformers import pipeline
from transformers import GPT2Model, GPT2TokenizerFast, AutoModelForCausalLM, AutoTokenizer

model_name = "tupleblog/generate-thai-lyrics"
model = AutoModelForCausalLM.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
model.config.pad_token_id = model.config.eos_token_id


nlp = pipeline(
    "text-generation",
    model=model,
    tokenizer=tokenizer
)
text = "ความรัก"
nlp(text, max_length=100, top_k=40, temperature=0.8) # varying the temperature and top-k produce different output
```