diff --git a/README.md b/README.md
index 67fe032..6716382 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,9 @@
+---
+license: apache-2.0
+base_model:
+- Qwen/Qwen3-8B-Base
+library_name: transformers
+---
 # Qwen3-Embedding-8B
 
 <p align="center">
@@ -30,12 +36,12 @@ For more details, including benchmark evaluation, hardware requirements, and inf
 
 | Model Type       | Models               | Size | Layers | Sequence Length | Embedding Dimension | MRL Support | Instruct Aware |
 |------------------|----------------------|------|--------|-----------------|---------------------|-------------|----------------|
-| Text Embedding   | [Qwen3-Embedding-0.6B](https://modelscope.cn/models/tongyi/Qwen3-Embedding-0.6B) | 0.6B | 28     | 32K             | 1024                | Yes         | Yes            |
-| Text Embedding   | [Qwen3-Embedding-4B](https://modelscope.cn/models/tongyi/Qwen3-Embedding-4B)   | 4B   | 36     | 32K             | 2560                | Yes         | Yes            |
-| Text Embedding   | [Qwen3-Embedding-8B](https://modelscope.cn/models/tongyi/Qwen3-Embedding-8B)   | 8B   | 36     | 32K             | 4096                | Yes         | Yes            |
-| Text Reranking   | [Qwen3-Reranker-0.6B](https://modelscope.cn/models/tongyi/Qwen3-Reranker-0.6B) | 0.6B | 28     | 32K             | -                   | -           | Yes            |
-| Text Reranking   | [Qwen3-Reranker-4B](https://modelscope.cn/models/tongyi/Qwen3-Reranker-4B)   | 4B   | 36     | 32K             | -                   | -           | Yes            |
-| Text Reranking   | [Qwen3-Reranker-8B](https://modelscope.cn/models/tongyi/Qwen3-Reranker-8B)   | 8B   | 36     | 32K             | -                   | -           | Yes            |
+| Text Embedding   | [Qwen3-Embedding-0.6B](https://huggingface.co/Qwen/Qwen3-Embedding-0.6B) | 0.6B | 28     | 32K             | 1024                | Yes         | Yes            |
+| Text Embedding   | [Qwen3-Embedding-4B](https://huggingface.co/Qwen/Qwen3-Embedding-4B)   | 4B   | 36     | 32K             | 2560                | Yes         | Yes            |
+| Text Embedding   | [Qwen3-Embedding-8B](https://huggingface.co/Qwen/Qwen3-Embedding-8B)   | 8B   | 36     | 32K             | 4096                | Yes         | Yes            |
+| Text Reranking   | [Qwen3-Reranker-0.6B](https://huggingface.co/Qwen/Qwen3-Reranker-0.6B) | 0.6B | 28     | 32K             | -                   | -           | Yes            |
+| Text Reranking   | [Qwen3-Reranker-4B](https://huggingface.co/Qwen/Qwen3-Reranker-4B)   | 4B   | 36     | 32K             | -                   | -           | Yes            |
+| Text Reranking   | [Qwen3-Reranker-8B](https://huggingface.co/Qwen/Qwen3-Reranker-8B)   | 8B   | 36     | 32K             | -                   | -           | Yes            |
 
 > **Note**:: `MRL Support` indicates whether the embedding model supports custom dimensions for the final embedding. `Instruct Aware` notes whether the embedding or reranking model supports customizing the input instruction according to different tasks.
 
@@ -55,7 +61,7 @@ import torch
 import torch.nn.functional as F
 
 from torch import Tensor
-from modelscope import AutoTokenizer, AutoModel
+from transformers import AutoTokenizer, AutoModel
 
 
 def last_token_pool(last_hidden_states: Tensor,
@@ -178,4 +184,4 @@ If you find our work helpful, feel free to give us a cite.
     month  = {May},
     year   = {2025}
 }
-```
+```
\ No newline at end of file
diff --git a/config.json b/config.json
index db60999..39c68b7 100644
--- a/config.json
+++ b/config.json
@@ -1,6 +1,6 @@
 {
   "architectures": [
-    "Qwen3Model"
+    "Qwen3ForCausalLM"
   ],
   "attention_bias": false,
   "attention_dropout": 0.0,