diff --git a/README.md b/README.md
index 1cdc108..7fa45bd 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,61 @@
-# Janus-Pro-7B
+---
+license: mit
+license_name: deepseek
+license_link: LICENSE
+pipeline_tag: any-to-any
+library_name: transformers
+tags:
+- muiltimodal
+- text-to-image
+- unified-model
+---
-Janus-Pro-7B
\ No newline at end of file
+## 1. Introduction
+
+Janus-Pro is a novel autoregressive framework that unifies multimodal understanding and generation.
+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.
+Janus-Pro surpasses previous unified model and matches or exceeds the performance of task-specific models.
+The simplicity, high flexibility, and effectiveness of Janus-Pro make it a strong candidate for next-generation unified multimodal models.
+
+[**Github Repository**](https://github.com/deepseek-ai/Janus)
+
+
+

+
+
+
+

+
+
+
+### 2. Model Summary
+
+Janus-Pro is a unified understanding and generation MLLM, which decouples visual encoding for multimodal understanding and generation.
+Janus-Pro is constructed based on the DeepSeek-LLM-1.5b-base/DeepSeek-LLM-7b-base.
+
+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.
+
+
+
+## 3. Quick Start
+
+Please refer to [**Github Repository**](https://github.com/deepseek-ai/Janus)
+
+
+## 4. License
+
+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).
+## 5. Citation
+
+```
+@article{chen2025janus,
+ title={Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling},
+ author={Chen, Xiaokang and Wu, Zhiyu and Liu, Xingchao and Pan, Zizheng and Liu, Wen and Xie, Zhenda and Yu, Xingkai and Ruan, Chong},
+ journal={arXiv preprint arXiv:2501.17811},
+ year={2025}
+}
+```
+
+## 6. Contact
+
+If you have any questions, please raise an issue or contact us at [service@deepseek.com](mailto:service@deepseek.com).
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..4d6caad
--- /dev/null
+++ b/config.json
@@ -0,0 +1,59 @@
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+ "model_type": "aligner",
+ "params": {
+ "depth": 2,
+ "input_dim": 1024,
+ "n_embed": 4096,
+ "projector_type": "mlp_gelu"
+ }
+ },
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+ "params": {
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+ "input_dim": 8,
+ "n_embed": 4096,
+ "projector_type": "mlp_gelu"
+ }
+ },
+ "gen_head_config": {
+ "cls": "vision_head",
+ "model_type": "gen_head",
+ "params": {
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+ "image_token_size": 16384,
+ "n_embed": 4096
+ }
+ },
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+ "model_type": "gen_vision",
+ "params": {
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+ "n_embed": 8
+ }
+ },
+ "language_config": {
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+ "model_type": "llama",
+ "num_hidden_layers": 30,
+ "torch_dtype": "bfloat16",
+ "vocab_size": 102400
+ },
+ "model_type": "multi_modality",
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.33.1",
+ "vision_config": {
+ "cls": "CLIPVisionTower",
+ "model_type": "vision",
+ "params": {
+ "image_size": 384,
+ "model_name": "siglip_large_patch16_384",
+ "select_feature": "same",
+ "select_layer": -1
+ }
+ }
+}
diff --git a/janus_pro_teaser1.png b/janus_pro_teaser1.png
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diff --git a/janus_pro_teaser2.png b/janus_pro_teaser2.png
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diff --git a/preprocessor_config.json b/preprocessor_config.json
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+{
+ "background_color": [
+ 127,
+ 127,
+ 127
+ ],
+ "do_normalize": true,
+ "image_mean": [
+ 0.5,
+ 0.5,
+ 0.5
+ ],
+ "image_processor_type": "VLMImageProcessor",
+ "image_size": 384,
+ "image_std": [
+ 0.5,
+ 0.5,
+ 0.5
+ ],
+ "min_size": 14,
+ "processor_class": "VLChatProcessor",
+ "rescale_factor": 0.00392156862745098
+}
diff --git a/processor_config.json b/processor_config.json
new file mode 100644
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+ "add_special_token": false,
+ "ignore_id": -100,
+ "image_tag": "",
+ "mask_prompt": true,
+ "num_image_tokens": 576,
+ "processor_class": "VLChatProcessor",
+ "sft_format": "deepseek"
+}
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+ "vision_model.vision_tower.norm.weight": "pytorch_model-00001-of-00002.bin",
+ "vision_model.vision_tower.patch_embed.proj.bias": "pytorch_model-00001-of-00002.bin",
+ "vision_model.vision_tower.patch_embed.proj.weight": "pytorch_model-00001-of-00002.bin",
+ "vision_model.vision_tower.pos_embed": "pytorch_model-00001-of-00002.bin"
+ }
+}
diff --git a/special_tokens_map.json b/special_tokens_map.json
new file mode 100644
index 0000000..7b9a407
--- /dev/null
+++ b/special_tokens_map.json
@@ -0,0 +1,16 @@
+{
+ "additional_special_tokens": [
+ "",
+ "",
+ "<|ref|>",
+ "<|/ref|>",
+ "<|det|>",
+ "<|/det|>",
+ "<|grounding|>",
+ "<|User|>",
+ "<|Assistant|>"
+ ],
+ "bos_token": "<|begin▁of▁sentence|>",
+ "eos_token": "<|end▁of▁sentence|>",
+ "pad_token": "<|▁pad▁|>"
+}
diff --git a/tokenizer.json b/tokenizer.json
new file mode 100644
index 0000000..910cfd5
--- /dev/null
+++ b/tokenizer.json
@@ -0,0 +1,205323 @@
+{
+ "version": "1.0",
+ "truncation": null,
+ "padding": null,
+ "added_tokens": [
+ {
+ "id": 100000,
+ "content": "<|begin▁of▁sentence|>",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": true
+ },
+ {
+ "id": 100001,
+ "content": "<|end▁of▁sentence|>",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": true
+ },
+ {
+ "id": 100002,
+ "content": "ø",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
+ "id": 100003,
+ "content": "ö",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
+ "id": 100004,
+ "content": "ú",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
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+ "content": "ÿ",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
+ "id": 100006,
+ "content": "õ",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
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+ "content": "÷",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
+ "id": 100008,
+ "content": "û",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
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+ "content": "ý",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
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+ "content": "À",
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+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
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+ "content": "ù",
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+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
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+ "content": "Á",
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+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
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+ "content": "þ",
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+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
+ "id": 100014,
+ "content": "ü",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": true,
+ "special": false
+ },
+ {
+ "id": 100015,
+ "content": "<|▁pad▁|>",
+ "single_word": false,
+ "lstrip": false,
+ "rstrip": false,
+ "normalized": false,
+ "special": true
+ },
+ {
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+ "special": true
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