Create README.md

README.md

@@ -0,0 +1,31 @@
+---
+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
+```