Create README.md

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README.md

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 ---
-license: Apache License 2.0
+license: other
-
+license_name: deepseek
-#model-type:
+license_link: https://github.com/deepseek-ai/DeepSeek-Math/blob/main/LICENSE-MODEL
-##如 gpt、phi、llama、chatglm、baichuan 等
+pipeline_tag: text-generation
-#- gpt
+base_model: deepseek-ai/deepseek-math-7b-rl
-
-#domain:
-##如 nlp、cv、audio、multi-modal
-#- nlp
-
-#language:
-##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
-#- cn 
-
-#metrics:
-##如 CIDEr、Blue、ROUGE 等
-#- CIDEr
-
-#tags:
-##各种自定义，包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
-#- pretrained
-
-#tools:
-##如 vllm、fastchat、llamacpp、AdaSeq 等
-#- vllm
 ---
-### 当前模型的贡献者未提供更加详细的模型介绍。模型文件和权重，可浏览“模型文件”页面获取。
-#### 您可以通过如下git clone命令，或者ModelScope SDK来下载模型
 
-SDK下载
+# QuantFactory/deepseek-math-7b-rl-GGUF
-```bash
+This is quantized version of [deepseek-ai/deepseek-math-7b-rl](https://huggingface.co/deepseek-ai/deepseek-math-7b-rl) created using llama.cpp
-#安装ModelScope
+
-pip install modelscope
+# Model Description
-```
+
+<p align="center">
+<img width="500px" alt="DeepSeek Chat" src="https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/images/logo.png?raw=true">
+</p>
+<p align="center"><a href="https://www.deepseek.com/">[🏠Homepage]</a>  |  <a href="https://chat.deepseek.com/">[🤖 Chat with DeepSeek LLM]</a>  |  <a href="https://discord.gg/Tc7c45Zzu5">[Discord]</a>  |  <a href="https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/images/qr.jpeg">[Wechat(微信)]</a> </p>
+
+<p align="center">
+  <a href="https://arxiv.org/pdf/2402.03300.pdf"><b>Paper Link</b>👁️</a>
+</p>
+
+<hr>
+
+
+
+
+
+### 1. Introduction to DeepSeekMath
+See the [Introduction](https://github.com/deepseek-ai/DeepSeek-Math) for more details.
+
+### 2. How to Use
+Here give some examples of how to use our model.
+
+**Chat Completion**
+
+❗❗❗ **Please use chain-of-thought prompt to test DeepSeekMath-Instruct and DeepSeekMath-RL:**
+
+- English questions: **{question}\nPlease reason step by step, and put your final answer within \\boxed{}.**
+
+- Chinese questions: **{question}\n请通过逐步推理来解答问题，并把最终答案放置于\\boxed{}中。**
+
 ```python
-#SDK模型下载
+import torch
-from modelscope import snapshot_download
+from transformers import AutoTokenizer, AutoModelForCausalLM, GenerationConfig
-model_dir = snapshot_download('QuantFactory/deepseek-math-7b-rl-GGUF')
+
-```
+model_name = "deepseek-ai/deepseek-math-7b-instruct"
-Git下载
+tokenizer = AutoTokenizer.from_pretrained(model_name)
-```
+model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.bfloat16, device_map="auto")
-#Git模型下载
+model.generation_config = GenerationConfig.from_pretrained(model_name)
-git clone https://www.modelscope.cn/QuantFactory/deepseek-math-7b-rl-GGUF.git
+model.generation_config.pad_token_id = model.generation_config.eos_token_id
+
+messages = [
+    {"role": "user", "content": "what is the integral of x^2 from 0 to 2?\nPlease reason step by step, and put your final answer within \\boxed{}."}
+]
+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)
 ```
 
-<p style="color: lightgrey;">如果您是本模型的贡献者，我们邀请您根据<a href="https://modelscope.cn/docs/ModelScope%E6%A8%A1%E5%9E%8B%E6%8E%A5%E5%85%A5%E6%B5%81%E7%A8%8B%E6%A6%82%E8%A7%88" style="color: lightgrey; text-decoration: underline;">模型贡献文档</a>，及时完善模型卡片内容。</p>
+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.
+
+### 3. License
+This code repository is licensed under the MIT License. The use of DeepSeekMath models is subject to the Model License. DeepSeekMath supports commercial use.
+
+See the [LICENSE-MODEL](https://github.com/deepseek-ai/DeepSeek-Math/blob/main/LICENSE-MODEL) for more details.
+
+### 4. Contact
+
+If you have any questions, please raise an issue or contact us at [service@deepseek.com](mailto:service@deepseek.com).

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