diff --git "a/docs/source/Instruction/\346\224\257\346\214\201\347\232\204\346\250\241\345\236\213\345\222\214\346\225\260\346\215\256\351\233\206.md" "b/docs/source/Instruction/\346\224\257\346\214\201\347\232\204\346\250\241\345\236\213\345\222\214\346\225\260\346\215\256\351\233\206.md"
index eabde47c86..7bdfac1532 100644
--- "a/docs/source/Instruction/\346\224\257\346\214\201\347\232\204\346\250\241\345\236\213\345\222\214\346\225\260\346\215\256\351\233\206.md"
+++ "b/docs/source/Instruction/\346\224\257\346\214\201\347\232\204\346\250\241\345\236\213\345\222\214\346\225\260\346\215\256\351\233\206.md"
@@ -426,21 +426,21 @@
 |qwen-audio-chat|[qwen/Qwen-Audio-Chat](https://modelscope.cn/models/qwen/Qwen-Audio-Chat/summary)|^(transformer.h)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen-audio|✔|✘|✘|✘||audio|[Qwen/Qwen-Audio-Chat](https://huggingface.co/Qwen/Qwen-Audio-Chat)|
 |qwen2-audio-7b|[qwen/Qwen2-Audio-7B](https://modelscope.cn/models/qwen/Qwen2-Audio-7B/summary)|^(language_model\|multi_modal_projector)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-audio-generation|✔|✘|✘|✘|librosa, transformers>=4.45|audio|[Qwen/Qwen2-Audio-7B](https://huggingface.co/Qwen/Qwen2-Audio-7B)|
 |qwen2-audio-7b-instruct|[qwen/Qwen2-Audio-7B-Instruct](https://modelscope.cn/models/qwen/Qwen2-Audio-7B-Instruct/summary)|^(language_model\|multi_modal_projector)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-audio|✔|✘|✘|✘|librosa, transformers>=4.45|audio|[Qwen/Qwen2-Audio-7B-Instruct](https://huggingface.co/Qwen/Qwen2-Audio-7B-Instruct)|
-|qwen2-vl-2b|[qwen/Qwen2-VL-2B](https://modelscope.cn/models/qwen/Qwen2-VL-2B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-2B](https://huggingface.co/Qwen/Qwen2-VL-2B)|
-|qwen2-vl-2b-instruct|[qwen/Qwen2-VL-2B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-2B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct)|
-|qwen2-vl-2b-instruct-gptq-int4|[qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4)|
-|qwen2-vl-2b-instruct-gptq-int8|[qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8)|
-|qwen2-vl-2b-instruct-awq|[qwen/Qwen2-VL-2B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-2B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-AWQ)|
-|qwen2-vl-7b|[qwen/Qwen2-VL-7B](https://modelscope.cn/models/qwen/Qwen2-VL-7B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-7B](https://huggingface.co/Qwen/Qwen2-VL-7B)|
-|qwen2-vl-7b-instruct|[qwen/Qwen2-VL-7B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct)|
-|qwen2-vl-7b-instruct-gptq-int4|[qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4)|
-|qwen2-vl-7b-instruct-gptq-int8|[qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8)|
-|qwen2-vl-7b-instruct-awq|[qwen/Qwen2-VL-7B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-7B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-AWQ)|
-|qwen2-vl-72b|[qwen/Qwen2-VL-72B](https://modelscope.cn/models/qwen/Qwen2-VL-72B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-72B](https://huggingface.co/Qwen/Qwen2-VL-72B)|
-|qwen2-vl-72b-instruct|[qwen/Qwen2-VL-72B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-72B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct)|
-|qwen2-vl-72b-instruct-gptq-int4|[qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4)|
-|qwen2-vl-72b-instruct-gptq-int8|[qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8)|
-|qwen2-vl-72b-instruct-awq|[qwen/Qwen2-VL-72B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-72B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-AWQ)|
+|qwen2-vl-2b|[qwen/Qwen2-VL-2B](https://modelscope.cn/models/qwen/Qwen2-VL-2B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-2B](https://huggingface.co/Qwen/Qwen2-VL-2B)|
+|qwen2-vl-2b-instruct|[qwen/Qwen2-VL-2B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-2B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct)|
+|qwen2-vl-2b-instruct-gptq-int4|[qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4)|
+|qwen2-vl-2b-instruct-gptq-int8|[qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8)|
+|qwen2-vl-2b-instruct-awq|[qwen/Qwen2-VL-2B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-2B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-AWQ)|
+|qwen2-vl-7b|[qwen/Qwen2-VL-7B](https://modelscope.cn/models/qwen/Qwen2-VL-7B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-7B](https://huggingface.co/Qwen/Qwen2-VL-7B)|
+|qwen2-vl-7b-instruct|[qwen/Qwen2-VL-7B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct)|
+|qwen2-vl-7b-instruct-gptq-int4|[qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4)|
+|qwen2-vl-7b-instruct-gptq-int8|[qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8)|
+|qwen2-vl-7b-instruct-awq|[qwen/Qwen2-VL-7B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-7B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-AWQ)|
+|qwen2-vl-72b|[qwen/Qwen2-VL-72B](https://modelscope.cn/models/qwen/Qwen2-VL-72B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-72B](https://huggingface.co/Qwen/Qwen2-VL-72B)|
+|qwen2-vl-72b-instruct|[qwen/Qwen2-VL-72B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-72B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct)|
+|qwen2-vl-72b-instruct-gptq-int4|[qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4)|
+|qwen2-vl-72b-instruct-gptq-int8|[qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8)|
+|qwen2-vl-72b-instruct-awq|[qwen/Qwen2-VL-72B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-72B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-AWQ)|
 |glm4v-9b-chat|[ZhipuAI/glm-4v-9b](https://modelscope.cn/models/ZhipuAI/glm-4v-9b/summary)|^(transformer.encoder)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|glm4v|✘|✘|✘|✘|transformers>=4.42|vision|[THUDM/glm-4v-9b](https://huggingface.co/THUDM/glm-4v-9b)|
 |llama3_2-11b-visiont|[LLM-Research/Llama-3.2-11B-Vision](https://modelscope.cn/models/LLM-Research/Llama-3.2-11B-Vision/summary)|^(language_model\|multi_modal_projector)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|llama3_2-vision-generation|✔|✔|✘|✘|transformers>=4.45|vision|[meta-llama/Llama-3.2-11B-Vision](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision)|
 |llama3_2-11b-vision-instruct|[LLM-Research/Llama-3.2-11B-Vision-Instruct](https://modelscope.cn/models/LLM-Research/Llama-3.2-11B-Vision-Instruct/summary)|^(language_model\|multi_modal_projector)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|llama3_2-vision|✔|✔|✘|✘|transformers>=4.45|vision|[meta-llama/Llama-3.2-11B-Vision-Instruct](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision-Instruct)|
diff --git a/docs/source_en/Instruction/Supported-models-datasets.md b/docs/source_en/Instruction/Supported-models-datasets.md
index afe28bca02..5795b99b34 100644
--- a/docs/source_en/Instruction/Supported-models-datasets.md
+++ b/docs/source_en/Instruction/Supported-models-datasets.md
@@ -426,21 +426,21 @@ The table below introcudes all models supported by SWIFT:
 |qwen-audio-chat|[qwen/Qwen-Audio-Chat](https://modelscope.cn/models/qwen/Qwen-Audio-Chat/summary)|^(transformer.h)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen-audio|✔|✘|✘|✘||audio|[Qwen/Qwen-Audio-Chat](https://huggingface.co/Qwen/Qwen-Audio-Chat)|
 |qwen2-audio-7b|[qwen/Qwen2-Audio-7B](https://modelscope.cn/models/qwen/Qwen2-Audio-7B/summary)|^(language_model\|multi_modal_projector)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-audio-generation|✔|✘|✘|✘|librosa, transformers>=4.45|audio|[Qwen/Qwen2-Audio-7B](https://huggingface.co/Qwen/Qwen2-Audio-7B)|
 |qwen2-audio-7b-instruct|[qwen/Qwen2-Audio-7B-Instruct](https://modelscope.cn/models/qwen/Qwen2-Audio-7B-Instruct/summary)|^(language_model\|multi_modal_projector)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-audio|✔|✘|✘|✘|librosa, transformers>=4.45|audio|[Qwen/Qwen2-Audio-7B-Instruct](https://huggingface.co/Qwen/Qwen2-Audio-7B-Instruct)|
-|qwen2-vl-2b|[qwen/Qwen2-VL-2B](https://modelscope.cn/models/qwen/Qwen2-VL-2B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-2B](https://huggingface.co/Qwen/Qwen2-VL-2B)|
-|qwen2-vl-2b-instruct|[qwen/Qwen2-VL-2B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-2B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct)|
-|qwen2-vl-2b-instruct-gptq-int4|[qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4)|
-|qwen2-vl-2b-instruct-gptq-int8|[qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8)|
-|qwen2-vl-2b-instruct-awq|[qwen/Qwen2-VL-2B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-2B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-AWQ)|
-|qwen2-vl-7b|[qwen/Qwen2-VL-7B](https://modelscope.cn/models/qwen/Qwen2-VL-7B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-7B](https://huggingface.co/Qwen/Qwen2-VL-7B)|
-|qwen2-vl-7b-instruct|[qwen/Qwen2-VL-7B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct)|
-|qwen2-vl-7b-instruct-gptq-int4|[qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4)|
-|qwen2-vl-7b-instruct-gptq-int8|[qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8)|
-|qwen2-vl-7b-instruct-awq|[qwen/Qwen2-VL-7B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-7B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-AWQ)|
-|qwen2-vl-72b|[qwen/Qwen2-VL-72B](https://modelscope.cn/models/qwen/Qwen2-VL-72B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-72B](https://huggingface.co/Qwen/Qwen2-VL-72B)|
-|qwen2-vl-72b-instruct|[qwen/Qwen2-VL-72B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-72B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct)|
-|qwen2-vl-72b-instruct-gptq-int4|[qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4)|
-|qwen2-vl-72b-instruct-gptq-int8|[qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8)|
-|qwen2-vl-72b-instruct-awq|[qwen/Qwen2-VL-72B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-72B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-AWQ)|
+|qwen2-vl-2b|[qwen/Qwen2-VL-2B](https://modelscope.cn/models/qwen/Qwen2-VL-2B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-2B](https://huggingface.co/Qwen/Qwen2-VL-2B)|
+|qwen2-vl-2b-instruct|[qwen/Qwen2-VL-2B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-2B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct)|
+|qwen2-vl-2b-instruct-gptq-int4|[qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int4)|
+|qwen2-vl-2b-instruct-gptq-int8|[qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-GPTQ-Int8)|
+|qwen2-vl-2b-instruct-awq|[qwen/Qwen2-VL-2B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-2B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-2B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct-AWQ)|
+|qwen2-vl-7b|[qwen/Qwen2-VL-7B](https://modelscope.cn/models/qwen/Qwen2-VL-7B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-7B](https://huggingface.co/Qwen/Qwen2-VL-7B)|
+|qwen2-vl-7b-instruct|[qwen/Qwen2-VL-7B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct)|
+|qwen2-vl-7b-instruct-gptq-int4|[qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int4)|
+|qwen2-vl-7b-instruct-gptq-int8|[qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-GPTQ-Int8)|
+|qwen2-vl-7b-instruct-awq|[qwen/Qwen2-VL-7B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-7B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-7B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct-AWQ)|
+|qwen2-vl-72b|[qwen/Qwen2-VL-72B](https://modelscope.cn/models/qwen/Qwen2-VL-72B/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl-generation|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-72B](https://huggingface.co/Qwen/Qwen2-VL-72B)|
+|qwen2-vl-72b-instruct|[qwen/Qwen2-VL-72B-Instruct](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils|vision, video|[Qwen/Qwen2-VL-72B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct)|
+|qwen2-vl-72b-instruct-gptq-int4|[qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4)|
+|qwen2-vl-72b-instruct-gptq-int8|[qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, auto_gptq>=0.5|vision, video|[Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8)|
+|qwen2-vl-72b-instruct-awq|[qwen/Qwen2-VL-72B-Instruct-AWQ](https://modelscope.cn/models/qwen/Qwen2-VL-72B-Instruct-AWQ/summary)|^(model)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|qwen2-vl|✔|✔|✘|✘|transformers>=4.45.dev.0, qwen_vl_utils, autoawq|vision, video|[Qwen/Qwen2-VL-72B-Instruct-AWQ](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-AWQ)|
 |glm4v-9b-chat|[ZhipuAI/glm-4v-9b](https://modelscope.cn/models/ZhipuAI/glm-4v-9b/summary)|^(transformer.encoder)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|glm4v|✘|✘|✘|✘|transformers>=4.42|vision|[THUDM/glm-4v-9b](https://huggingface.co/THUDM/glm-4v-9b)|
 |llama3_2-11b-visiont|[LLM-Research/Llama-3.2-11B-Vision](https://modelscope.cn/models/LLM-Research/Llama-3.2-11B-Vision/summary)|^(language_model\|multi_modal_projector)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|llama3_2-vision-generation|✔|✔|✘|✘|transformers>=4.45|vision|[meta-llama/Llama-3.2-11B-Vision](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision)|
 |llama3_2-11b-vision-instruct|[LLM-Research/Llama-3.2-11B-Vision-Instruct](https://modelscope.cn/models/LLM-Research/Llama-3.2-11B-Vision-Instruct/summary)|^(language_model\|multi_modal_projector)(?!.\*(lm_head\|output\|emb\|wte\|shared)).\*|llama3_2-vision|✔|✔|✘|✘|transformers>=4.45|vision|[meta-llama/Llama-3.2-11B-Vision-Instruct](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision-Instruct)|
diff --git a/swift/llm/utils/model.py b/swift/llm/utils/model.py
index 3799aee022..c0d42d6552 100644
--- a/swift/llm/utils/model.py
+++ b/swift/llm/utils/model.py
@@ -3681,7 +3681,7 @@ def _read_from_stream(container: 'av.container.Container', start_offset: float,
         support_flash_attn=True,
         support_vllm=True,
         placeholder_tokens=['<|image_pad|>', '<|video_pad|>'],
-        requires=['transformers>=4.45', 'qwen_vl_utils'],
+        requires=['transformers>=4.45.dev.0', 'qwen_vl_utils'],
         tags=['multi-modal', 'vision', 'video'],
         hf_model_id=f'Qwen/Qwen2-VL-{model_size}')
     register_model(
@@ -3693,7 +3693,7 @@ def _read_from_stream(container: 'av.container.Container', start_offset: float,
         support_flash_attn=True,
         support_vllm=True,
         placeholder_tokens=['<|image_pad|>', '<|video_pad|>'],
-        requires=['transformers>=4.45', 'qwen_vl_utils'],  # 'pyav'
+        requires=['transformers>=4.45.dev.0', 'qwen_vl_utils'],  # 'pyav'
         tags=['multi-modal', 'vision', 'video'],
         hf_model_id=f'Qwen/Qwen2-VL-{model_size}-Instruct')
     for quant_bits in [4, 8]:
@@ -3708,7 +3708,7 @@ def _read_from_stream(container: 'av.container.Container', start_offset: float,
             support_flash_attn=True,
             support_vllm=True,
             placeholder_tokens=['<|image_pad|>', '<|video_pad|>'],
-            requires=['transformers>=4.45', 'qwen_vl_utils', 'auto_gptq>=0.5'],
+            requires=['transformers>=4.45.dev.0', 'qwen_vl_utils', 'auto_gptq>=0.5'],
             tags=['multi-modal', 'vision', 'video'],
             function_kwargs={'gptq_bits': quant_bits},
             torch_dtype=torch.float16,
@@ -3723,7 +3723,7 @@ def _read_from_stream(container: 'av.container.Container', start_offset: float,
         support_flash_attn=True,
         support_vllm=True,
         placeholder_tokens=['<|image_pad|>', '<|video_pad|>'],
-        requires=['transformers>=4.45', 'qwen_vl_utils', 'autoawq'],
+        requires=['transformers>=4.45.dev.0', 'qwen_vl_utils', 'autoawq'],
         tags=['multi-modal', 'vision', 'video'],
         function_kwargs={'is_awq': True},
         torch_dtype=torch.float16,