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--- |
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license: other |
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license_name: deepseek |
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license_link: https://github.com/deepseek-ai/DeepSeek-MoE/blob/main/LICENSE-MODEL |
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--- |
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<p align="center"> |
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<img width="500px" alt="DeepSeek Chat" src="https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/images/logo.png?raw=true"> |
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</p> |
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<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> |
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<p align="center"> |
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<a href="https://arxiv.org/pdf/2401.06066.pdf"><b>Paper Link</b>👁️</a> |
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</p> |
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<hr> |
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### 1. Introduction to DeepSeekMoE |
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See the [Introduction](https://github.com/deepseek-ai/DeepSeek-MoE/blob/main) for more details. |
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### 2. How to Use |
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Here give some examples of how to use our model. |
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#### Text Completion |
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```python |
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import torch |
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from transformers import AutoTokenizer, AutoModelForCausalLM, GenerationConfig |
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model_name = "deepseek-ai/deepseek-moe-16b-base" |
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tokenizer = AutoTokenizer.from_pretrained(model_name) |
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model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.bfloat16, device_map="auto") |
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model.generation_config = GenerationConfig.from_pretrained(model_name) |
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model.generation_config.pad_token_id = model.generation_config.eos_token_id |
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text = "An attention function can be described as mapping a query and a set of key-value pairs to an output, where the query, keys, values, and output are all vectors. The output is" |
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inputs = tokenizer(text, return_tensors="pt") |
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outputs = model.generate(**inputs.to(model.device), max_new_tokens=100) |
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result = tokenizer.decode(outputs[0], skip_special_tokens=True) |
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print(result) |
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``` |
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### 3. License |
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This code repository is licensed under the MIT License. The use of DeepSeekMoE models is subject to the Model License. DeepSeekMoE supports commercial use. |
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See the [LICENSE-MODEL](https://github.com/deepseek-ai/DeepSeek-MoE/blob/main/LICENSE-MODEL) for more details. |
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### 4. Contact |
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If you have any questions, please raise an issue or contact us at [service@deepseek.com](mailto:service@deepseek.com). |
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