Update README.md

README.md

@@ -25,21 +25,15 @@ constrained generation, and reasoning tasks.is a Thai 🇹🇭 & China 🇨🇳
 
 For release notes, please see our [blog](https://medium.com/@superkingbasskb/openthaillm-prebuilt-release-f1b0e22be6a5).
 
-## Requirements
+**We do not recommend using base language models for conversations.** Instead, you can apply post-training, e.g., SFT, RLHF, continued pretraining, etc., on this model.
 
+## Requirements
 The code of Qwen2.5 has been in the latest Hugging face `transformers` and we advise you to use the latest version of `transformers`.
 
 With `transformers<4.37.0`, you will encounter the following error:
 ```
 KeyError: 'qwen2'
-
-## Training details
-
-We pretrained the models with a large amount of data, and we post-trained the models with both supervised finetuning and direct preference optimization.
-
-## Implementation
-
-Here provides a code snippet with `apply_chat_template` to show you how to load the tokenizer and model and how to generate contents.
+```
 
 ## Evaluation Performance
 | Model | ONET | IC | TGAT | TPAT-1 | A-Level | Average (ThaiExam) | M3Exam (1 shot) | MMLU |