Update README.md

README.md

@@ -8,4 +8,28 @@ widget:
   - text: ๏ มัจฉาใน
   - text: ๏ มิตรแท้
   - text: ๏ แม้นชีวี
----
+---
+# PhraAphaiManee-LM (แต่งกลอนสไตล์พระอภัยมณี ด้วย GPT-2)
+
+PhraAphaiManee-LM or GPT-2 for Thai poem (PhraAphaiManee-Style).
+I use [GPT-2 for Thai lyrics](https://huggingface.co/tupleblog/generate-thai-lyrics), 
+which is based on [GPT-2 base Thai](https://huggingface.co/flax-community/gpt2-base-thai) as a pre-trained model for 
+[PhraAphaiManee (พระอภัยมณี)](https://vajirayana.org/%e0%b8%9e%e0%b8%a3%e0%b8%b0%e0%b8%ad%e0%b8%a0%e0%b8%b1%e0%b8%a2%e0%b8%a1%e0%b8%93%e0%b8%b5) dataset.
+
+## Example use
+''' py
+from transformers import AutoTokenizer, AutoModelForCausalLM,pipeline
+
+tokenizer = AutoTokenizer.from_pretrained("Kongfha/PhraAphaiManee-LM")
+
+model = AutoModelForCausalLM.from_pretrained("Kongfha/PhraAphaiManee-LM")
+
+generate = pipeline("text-generation",model=model,tokenizer=tokenizer)    
+text = "๏ สัมผัสเส้นขอบฟ้าชลาลัย"
+
+generated_text = generate(text,max_length=140,top_k=25,temperature=1) # parameters can be varied 
+
+print(f"Input: {text}")
+print(f"Output:\n {generated_text[0]['generated_text']}")
+'''
+