update readme

README.md

@@ -3,4 +3,63 @@ license: apache-2.0
 language:
 - en
 - zh
----
+
+---
+
+### 1. Base Model Deepseek LLM
+
+The base model is Deepseek-7b-chat model , lora dataset is [aaming77/huanhuan · Datasets at Hugging Face](https://huggingface.co/datasets/aaming77/huanhuan/viewer)
+
+
+### 2. Model Summary
+`deepseek-llm-7b-chat` is a 7B parameter model initialized from `deepseek-llm-7b-base` and fine-tuned on extra instruction data.
+
+model details you can see their **Repository:** [deepseek-ai/deepseek-LLM](https://github.com/deepseek-ai/deepseek-LLM)
+
+
+### 3. How to Use
+Here give some examples of how to use our model.
+#### Chat Completion
+```python
+import torch
+from transformers import AutoTokenizer, AutoModelForCausalLM, GenerationConfig
+
+model_name = "libraxiong/deepseek-zhenhuan-lora"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.bfloat16, device_map="auto")
+model.generation_config = GenerationConfig.from_pretrained(model_name)
+model.generation_config.pad_token_id = model.generation_config.eos_token_id
+
+messages = [
+    {"role": "user", "content": "Who are you?"}
+]
+input_tensor = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt")
+outputs = model.generate(input_tensor.to(model.device), max_new_tokens=100)
+
+result = tokenizer.decode(outputs[0][input_tensor.shape[1]:], skip_special_tokens=True)
+print(result)
+```
+
+Avoiding the use of the provided function `apply_chat_template`, you can also interact with our model following the sample template. Note that `messages` should be replaced by your input.
+
+```
+User: {messages[0]['content']}
+
+Assistant: {messages[1]['content']}<｜end▁of▁sentence｜>User: {messages[2]['content']}
+
+Assistant:
+```
+
+**Note:** By default (`add_special_tokens=True`), our tokenizer automatically adds a `bos_token` (`<｜begin▁of▁sentence｜>`) before the input text. Additionally, since the system prompt is not compatible with this version of our models, we DO NOT RECOMMEND including the system prompt in your input.
+
+### 4. License
+This code repository is licensed under the MIT License. The use of DeepSeek LLM models is subject to the Model License. DeepSeek LLM supports commercial use.
+
+See the [LICENSE-MODEL](https://github.com/deepseek-ai/deepseek-LLM/blob/main/LICENSE-MODEL) for more details.
+
+### 5. Acknowledgement
+
+[deepseek-ai/deepseek-llm-7b-chat · Hugging Face](https://huggingface.co/deepseek-ai/deepseek-llm-7b-chat)
+
+[aaming77/huanhuan · Datasets at Hugging Face](https://huggingface.co/datasets/aaming77/huanhuan/viewer)
+