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  1. action_model/added_tokens.json +15 -0
  2. action_model/chat_template.jinja +1 -0
  3. action_model/config.json +61 -0
  4. action_model/generation_config.json +14 -0
  5. action_model/inference.config.json +13 -0
  6. action_model/merges.txt +0 -0
  7. action_model/model.config.json +447 -0
  8. action_model/model.safetensors +3 -0
  9. action_model/preprocessor_config.json +24 -0
  10. action_model/special_tokens_map.json +31 -0
  11. action_model/tokenizer_config.json +129 -0
  12. action_model/vocab.json +0 -0
  13. progress_model/.cache/huggingface/.gitignore +1 -0
  14. progress_model/.cache/huggingface/download/.gitattributes.lock +0 -0
  15. progress_model/.cache/huggingface/download/.gitattributes.metadata +3 -0
  16. progress_model/.cache/huggingface/download/README.md.lock +0 -0
  17. progress_model/.cache/huggingface/download/README.md.metadata +3 -0
  18. progress_model/.cache/huggingface/download/config.json.lock +0 -0
  19. progress_model/.cache/huggingface/download/config.json.metadata +3 -0
  20. progress_model/.cache/huggingface/download/janus_pro_teaser1.png.lock +0 -0
  21. progress_model/.cache/huggingface/download/janus_pro_teaser1.png.metadata +3 -0
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  24. progress_model/.cache/huggingface/download/preprocessor_config.json.lock +0 -0
  25. progress_model/.cache/huggingface/download/preprocessor_config.json.metadata +3 -0
  26. progress_model/.cache/huggingface/download/processor_config.json.lock +0 -0
  27. progress_model/.cache/huggingface/download/processor_config.json.metadata +3 -0
  28. progress_model/.cache/huggingface/download/pytorch_model.bin.lock +0 -0
  29. progress_model/.cache/huggingface/download/pytorch_model.bin.metadata +3 -0
  30. progress_model/.cache/huggingface/download/special_tokens_map.json.lock +0 -0
  31. progress_model/.cache/huggingface/download/special_tokens_map.json.metadata +3 -0
  32. progress_model/.cache/huggingface/download/tokenizer.json.lock +0 -0
  33. progress_model/.cache/huggingface/download/tokenizer.json.metadata +3 -0
  34. progress_model/.cache/huggingface/download/tokenizer_config.json.lock +0 -0
  35. progress_model/.cache/huggingface/download/tokenizer_config.json.metadata +3 -0
  36. progress_model/.gitattributes +35 -0
  37. progress_model/README.md +61 -0
  38. progress_model/config.json +66 -0
  39. progress_model/inference.config.json +13 -0
  40. progress_model/iter_3699.pth +3 -0
  41. progress_model/model.config.json +4 -0
  42. progress_model/preprocessor_config.json +23 -0
  43. progress_model/processor_config.json +9 -0
  44. progress_model/pytorch_model.bin +3 -0
  45. progress_model/special_tokens_map.json +16 -0
  46. progress_model/tokenizer.json +0 -0
  47. progress_model/tokenizer_config.json +10 -0
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action_model/chat_template.jinja ADDED
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+ {% if messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}{% endif %}{% for message in messages if message['content'] is not none %}{{ '<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n' }}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}
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1
+ ---
2
+ license: mit
3
+ license_name: deepseek
4
+ license_link: LICENSE
5
+ pipeline_tag: any-to-any
6
+ library_name: transformers
7
+ tags:
8
+ - muiltimodal
9
+ - text-to-image
10
+ - unified-model
11
+ ---
12
+
13
+ ## 1. Introduction
14
+
15
+ Janus-Pro is a novel autoregressive framework that unifies multimodal understanding and generation.
16
+ It addresses the limitations of previous approaches by decoupling visual encoding into separate pathways, while still utilizing a single, unified transformer architecture for processing. The decoupling not only alleviates the conflict between the visual encoder’s roles in understanding and generation, but also enhances the framework’s flexibility.
17
+ Janus-Pro surpasses previous unified model and matches or exceeds the performance of task-specific models.
18
+ The simplicity, high flexibility, and effectiveness of Janus-Pro make it a strong candidate for next-generation unified multimodal models.
19
+
20
+ [**Github Repository**](https://github.com/deepseek-ai/Janus)
21
+
22
+ <div align="center">
23
+ <img alt="image" src="janus_pro_teaser1.png" style="width:90%;">
24
+ </div>
25
+
26
+ <div align="center">
27
+ <img alt="image" src="janus_pro_teaser2.png" style="width:90%;">
28
+ </div>
29
+
30
+
31
+ ### 2. Model Summary
32
+
33
+ Janus-Pro is a unified understanding and generation MLLM, which decouples visual encoding for multimodal understanding and generation.
34
+ Janus-Pro is constructed based on the DeepSeek-LLM-1.5b-base/DeepSeek-LLM-7b-base.
35
+
36
+ For multimodal understanding, it uses the [SigLIP-L](https://huggingface.co/timm/ViT-L-16-SigLIP-384) as the vision encoder, which supports 384 x 384 image input. For image generation, Janus-Pro uses the tokenizer from [here](https://github.com/FoundationVision/LlamaGen) with a downsample rate of 16.
37
+
38
+
39
+
40
+ ## 3. Quick Start
41
+
42
+ Please refer to [**Github Repository**](https://github.com/deepseek-ai/Janus)
43
+
44
+
45
+ ## 4. License
46
+
47
+ This code repository is licensed under [the MIT License](https://github.com/deepseek-ai/DeepSeek-LLM/blob/HEAD/LICENSE-CODE). The use of Janus-Pro models is subject to [DeepSeek Model License](https://github.com/deepseek-ai/DeepSeek-LLM/blob/HEAD/LICENSE-MODEL).
48
+ ## 5. Citation
49
+
50
+ ```
51
+ @article{chen2025janus,
52
+ title={Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling},
53
+ author={Chen, Xiaokang and Wu, Zhiyu and Liu, Xingchao and Pan, Zizheng and Liu, Wen and Xie, Zhenda and Yu, Xingkai and Ruan, Chong},
54
+ journal={arXiv preprint arXiv:2501.17811},
55
+ year={2025}
56
+ }
57
+ ```
58
+
59
+ ## 6. Contact
60
+
61
+ If you have any questions, please raise an issue or contact us at [service@deepseek.com](mailto:service@deepseek.com).
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