Update README.md

README.md

@@ -1,3 +1,64 @@
 ---
 license: apache-2.0
+language:
+- zh
+pipeline_tag: text-generation
 ---
+
+How to use：
+------
+
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+
+model_id = "BoyangZ/Llama3-chinese_chat_ft"
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(
+    model_id,
+    torch_dtype=torch.bfloat16,
+    device_map="auto",
+)
+
+messages = [
+    {"role": "system", "content": "You are a LLM assistant. Users will ask you questions in Chinese, You will answer questions in Chinese"},
+    {"role": "user", "content": "李白是哪个朝代的人?"},
+]
+
+input_ids = tokenizer.apply_chat_template(
+    messages,
+    add_generation_prompt=True,
+    return_tensors="pt"
+).to(model.device)
+
+terminators = [
+    tokenizer.eos_token_id,
+    tokenizer.convert_tokens_to_ids("<|eot_id|>")
+]
+
+outputs = model.generate(
+    input_ids,
+    max_new_tokens=256,
+    eos_token_id=terminators,
+    do_sample=True,
+    temperature=0.6,
+    top_p=0.9,
+)
+response = outputs[0][input_ids.shape[-1]:]
+print(tokenizer.decode(response, skip_special_tokens=True))
+
+example1
+---
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/644a78de7c5c68c7762886eb/uvOKN0WPumRVwE_kPkFKj.png)
+
+example2
+---
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/644a78de7c5c68c7762886eb/FoExkJHBp-yM6-XFwaDpG.png)
+
+example3
+---
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/644a78de7c5c68c7762886eb/1EorUSsh-28LZFZpp768k.png)
+