{"id":28122,"date":"2025-03-11T02:24:35","date_gmt":"2025-03-10T18:24:35","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=28122"},"modified":"2025-03-11T02:24:35","modified_gmt":"2025-03-10T18:24:35","slug":"ovis","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/ovis\/","title":{"rendered":"Ovis\uff1a\u89c6\u89c9\u4e0e\u6587\u672c\u5bf9\u9f50\u6a21\u578b\uff0c\u7cbe\u51c6\u53cd\u63a8\u56fe\u50cf\u63d0\u793a\u8bcd"},"content":{"rendered":"<p>Ovis\uff08Open VISion\uff09\u662f\u7531\u963f\u91cc\u5df4\u5df4\u56fd\u9645\u6570\u5b57\u5546\u4e1a\u96c6\u56e2\u7684 AIDC-AI \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLM\uff09\uff0c\u6258\u7ba1\u4e8e GitHub\u3002\u8be5\u6a21\u578b\u91c7\u7528\u521b\u65b0\u7684\u7ed3\u6784\u5d4c\u5165\u5bf9\u9f50\u6280\u672f\uff0c\u5c06\u89c6\u89c9\u548c\u6587\u672c\u6570\u636e\u9ad8\u6548\u878d\u5408\uff0c\u652f\u6301\u56fe\u50cf\u3001\u6587\u672c\u3001\u89c6\u9891\u7b49\u591a\u6a21\u6001\u8f93\u5165\uff0c\u5e76\u751f\u6210\u5bf9\u5e94\u7684\u8f93\u51fa\u5185\u5bb9\u3002\u622a\u81f3 2025 \u5e74 3 \u6708\uff0cOvis \u5df2\u63a8\u51fa Ovis2 \u7cfb\u5217\uff081B \u81f3 34B \u53c2\u6570\u89c4\u6a21\uff09\uff0c\u63d0\u4f9b\u5353\u8d8a\u7684\u5c0f\u6a21\u578b\u6027\u80fd\u3001\u589e\u5f3a\u7684\u63a8\u7406\u80fd\u529b\u4ee5\u53ca\u5bf9\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u548c\u89c6\u9891\u7684\u5904\u7406\u80fd\u529b\u3002\u9879\u76ee\u9762\u5411\u5f00\u53d1\u8005\u4e0e\u7814\u7a76\u4eba\u5458\uff0c\u63d0\u4f9b\u8be6\u7ec6\u6587\u6863\u548c\u4ee3\u7801\uff0c\u5f3a\u8c03\u5f00\u6e90\u534f\u4f5c\uff0c\u5df2\u5728\u793e\u533a\u4e2d\u83b7\u5f97\u5e7f\u6cdb\u5173\u6ce8\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-28123\" title=\"Ovis\uff1a\u89c6\u89c9\u4e0e\u6587\u672c\u5bf9\u9f50\u6a21\u578b\uff0c\u7cbe\u51c6\u53cd\u63a8\u56fe\u50cf\u63d0\u793a\u8bcd-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/86cd26b5b5f1b5a.png\" alt=\"Ovis\uff1a\u89c6\u89c9\u4e0e\u6587\u672c\u5bf9\u9f50\u6a21\u578b\uff0c\u7cbe\u51c6\u53cd\u63a8\u56fe\u50cf\u63d0\u793a\u8bcd-1\" width=\"824\" height=\"642\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/86cd26b5b5f1b5a.png 824w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/86cd26b5b5f1b5a-768x598.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/86cd26b5b5f1b5a-15x12.png 15w\" sizes=\"auto, (max-width: 824px) 100vw, 824px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u6a21\u6001\u8f93\u5165\u652f\u6301<\/strong>\uff1a\u5904\u7406\u56fe\u50cf\u3001\u6587\u672c\u3001\u89c6\u9891\u7b49\u591a\u79cd\u8f93\u5165\u7c7b\u578b\u3002<\/li>\n<li><strong>\u89c6\u89c9\u6587\u672c\u5bf9\u9f50<\/strong>\uff1a\u751f\u6210\u4e0e\u56fe\u50cf\u6216\u89c6\u9891\u5185\u5bb9\u7cbe\u51c6\u5339\u914d\u7684\u6587\u672c\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u5904\u7406<\/strong>\uff1a\u4f18\u5316\u652f\u6301\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\uff0c\u4fdd\u7559\u7ec6\u8282\u3002<\/li>\n<li><strong>\u89c6\u9891\u4e0e\u591a\u56fe\u5206\u6790<\/strong>\uff1a\u652f\u6301\u89c6\u9891\u5e27\u5e8f\u5217\u548c\u591a\u5f20\u56fe\u50cf\u7684\u8fde\u7eed\u5904\u7406\u3002<\/li>\n<li><strong>\u589e\u5f3a\u63a8\u7406\u80fd\u529b<\/strong>\uff1a\u901a\u8fc7\u6307\u4ee4\u8c03\u4f18\u548c DPO \u8bad\u7ec3\u63d0\u5347\u903b\u8f91\u63a8\u7406\u6c34\u5e73\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00 OCR \u652f\u6301<\/strong>\uff1a\u8bc6\u522b\u5e76\u5904\u7406\u591a\u8bed\u8a00\u56fe\u50cf\u6587\u672c\u3002<\/li>\n<li><strong>\u591a\u79cd\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u63d0\u4f9b 1B \u81f3 34B \u53c2\u6570\u7684\u6a21\u578b\uff0c\u9002\u914d\u4e0d\u540c\u786c\u4ef6\u3002<\/li>\n<li><strong>\u91cf\u5316\u7248\u672c\u652f\u6301<\/strong>\uff1a\u5982 GPTQ-Int4 \u6a21\u578b\uff0c\u964d\u4f4e\u8fd0\u884c\u95e8\u69db\u3002<\/li>\n<li><strong>Gradio \u754c\u9762\u96c6\u6210<\/strong>\uff1a\u63d0\u4f9b\u76f4\u89c2\u7684\u7f51\u9875\u4ea4\u4e92\u754c\u9762\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>Ovis \u7684\u5b89\u88c5\u4f9d\u8d56\u7279\u5b9a\u7684 Python \u73af\u5883\u548c\u5e93\uff0c\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\n<ul>\n<li>\u786e\u4fdd\u5b89\u88c5 Git \u548c Anaconda\u3002<\/li>\n<li>\u514b\u9686 Ovis \u4ed3\u5e93\uff1a\n<pre><code>git clone git@github.com:AIDC-AI\/Ovis.git\r\n<\/code><\/pre>\n<\/li>\n<li>\u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a\n<pre><code>conda create -n ovis python=3.10 -y\r\nconda activate ovis\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4f9d\u8d56\u5b89\u88c5<\/strong>\n<ul>\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a\n<pre><code>cd Ovis\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u4f9d\u8d56\uff08\u57fa\u4e8e\u00a0<code>requirements.txt<\/code>\uff09\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5 Ovis \u5305\uff1a\n<pre><code>pip install -e .\r\n<\/code><\/pre>\n<\/li>\n<li>\uff08\u53ef\u9009\uff09\u5b89\u88c5\u52a0\u901f\u5e93\uff08\u5982 Flash Attention\uff09\uff1a\n<pre><code>pip install flash-attn==2.7.0.post2 --no-build-isolation\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u73af\u5883\u9a8c\u8bc1<\/strong>\n<ul>\n<li>\u68c0\u67e5 PyTorch \u7248\u672c\uff08\u63a8\u8350 2.4.0\uff09\uff1a\n<pre><code>python -c \"import torch; print(torch.__version__)\"\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u5982\u4f55\u4f7f\u7528 Ovis<\/h3>\n<p>Ovis \u652f\u6301\u547d\u4ee4\u884c\u63a8\u7406\u548c Gradio \u754c\u9762\u64cd\u4f5c\uff0c\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6307\u5357\uff1a<\/p>\n<h4><strong>\u547d\u4ee4\u884c\u63a8\u7406<\/strong><\/h4>\n<ol>\n<li><strong>\u51c6\u5907\u6a21\u578b\u548c\u8f93\u5165<\/strong>\n<ul>\n<li>\u4ece Hugging Face \u4e0b\u8f7d\u6a21\u578b\uff08\u5982 Ovis2-8B\uff09\uff1a\n<pre><code>git clone https:\/\/huggingface.co\/AIDC-AI\/Ovis2-8B\r\n<\/code><\/pre>\n<\/li>\n<li>\u51c6\u5907\u8f93\u5165\u6587\u4ef6\uff0c\u4f8b\u5982\u56fe\u7247\u00a0<code>example.jpg<\/code>\u00a0\u548c\u63d0\u793a \u201c\u63cf\u8ff0\u8fd9\u5f20\u56fe\u7247\u201d\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u63a8\u7406<\/strong>\n<ul>\n<li>\u521b\u5efa\u811a\u672c\u00a0<code>run_ovis.py<\/code>\uff1a\n<pre><code>import torch\r\nfrom PIL import Image\r\nfrom transformers import AutoModelForCausalLM\r\n# \u52a0\u8f7d\u6a21\u578b\r\nmodel = AutoModelForCausalLM.from_pretrained(\r\n\"AIDC-AI\/Ovis2-8B\",\r\ntorch_dtype=torch.bfloat16,\r\nmultimodal_max_length=32768,\r\ntrust_remote_code=True\r\n).cuda()\r\n# \u83b7\u53d6 tokenizer\r\ntext_tokenizer = model.get_text_tokenizer()\r\nvisual_tokenizer = model.get_visual_tokenizer()\r\n# \u5904\u7406\u8f93\u5165\r\nimage = Image.open(\"example.jpg\")\r\ntext = \"\u63cf\u8ff0\u8fd9\u5f20\u56fe\u7247\"\r\nquery = f\"&lt;image&gt;\\n{text}\"\r\nprompt, input_ids, pixel_values = model.preprocess_inputs(query, [image])\r\nattention_mask = torch.ne(input_ids, text_tokenizer.pad_token_id)\r\n# \u751f\u6210\u8f93\u51fa\r\nwith torch.inference_mode():\r\noutput_ids = model.generate(\r\ninput_ids.unsqueeze(0).cuda(),\r\npixel_values=[pixel_values.cuda()],\r\nattention_mask=attention_mask.unsqueeze(0).cuda(),\r\nmax_new_tokens=1024\r\n)\r\noutput = text_tokenizer.decode(output_ids[0], skip_special_tokens=True)\r\nprint(\"\u8f93\u51fa\u7ed3\u679c\uff1a\", output)\r\n<\/code><\/pre>\n<\/li>\n<li>\u6267\u884c\u811a\u672c\uff1a\n<pre><code>python run_ovis.py\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong>\n<ul>\n<li>\u8f93\u51fa\u793a\u4f8b\uff1a \u201c\u56fe\u7247\u4e2d\u662f\u4e00\u53ea\u72d7\u7ad9\u5728\u8349\u5730\u4e0a\uff0c\u80cc\u666f\u662f\u84dd\u5929\u201d\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4><strong>Gradio \u754c\u9762\u64cd\u4f5c<\/strong><\/h4>\n<ol>\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong>\n<ul>\n<li>\u5728 Ovis \u76ee\u5f55\u8fd0\u884c\uff1a\n<pre><code>python ovis\/serve\/server.py --model_path AIDC-AI\/Ovis2-8B --port 8000\r\n<\/code><\/pre>\n<\/li>\n<li>\u7b49\u5f85\u52a0\u8f7d\uff0c\u8bbf\u95ee\u00a0<code>http:\/\/127.0.0.1:8000<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u754c\u9762\u64cd\u4f5c<\/strong>\n<ul>\n<li>\u4e0a\u4f20\u56fe\u7247\u5230\u754c\u9762\u3002<\/li>\n<li>\u8f93\u5165\u63d0\u793a\uff0c\u5982 \u201c\u8fd9\u5f20\u56fe\u7247\u91cc\u6709\u4ec0\u4e48\uff1f\u201d\u3002<\/li>\n<li>\u70b9\u51fb\u63d0\u4ea4\uff0c\u67e5\u770b\u751f\u6210\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c\u8be6\u89e3<\/h3>\n<h4><strong>\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u5904\u7406<\/strong><\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\u4e0a\u4f20\u9ad8\u5206\u8fa8\u7387\u56fe\u7247\uff0c\u6a21\u578b\u81ea\u52a8\u5206\u5272\u5904\u7406\uff08\u6700\u5927\u5206\u533a\u6570 9\uff09\u3002<\/li>\n<li><strong>\u573a\u666f<\/strong>\uff1a\u9002\u7528\u4e8e\u827a\u672f\u54c1\u5206\u6790\u3001\u5730\u56fe\u89e3\u8bfb\u7b49\u4efb\u52a1\u3002<\/li>\n<li><strong>\u786c\u4ef6\u5efa\u8bae<\/strong>\uff1a16GB \u4ee5\u4e0a\u663e\u5b58\uff0c\u786e\u4fdd\u6d41\u7545\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<h4><strong>\u89c6\u9891\u4e0e\u591a\u56fe\u5206\u6790<\/strong><\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u51c6\u5907\u89c6\u9891\u5e27\u6216\u591a\u5f20\u56fe\u7247\uff0c\u5982\u00a0<code>[Image.open(\"frame1.jpg\"), Image.open(\"frame2.jpg\")]<\/code>\u3002<\/li>\n<li>\u4fee\u6539\u63a8\u7406\u4ee3\u7801\u4e2d\u7684\u00a0<code>pixel_values<\/code>\u00a0\u53c2\u6570\u4e3a\u591a\u56fe\u5217\u8868\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u573a\u666f<\/strong>\uff1a\u5206\u6790\u89c6\u9891\u7247\u6bb5\u6216\u8fde\u7eed\u56fe\u50cf\u5e8f\u5217\u3002<\/li>\n<li><strong>\u8f93\u51fa\u793a\u4f8b<\/strong>\uff1a \u201c\u7b2c\u4e00\u5e27\u662f\u8857\u9053\uff0c\u7b2c\u4e8c\u5e27\u662f\u884c\u4eba\u201d\u3002<\/li>\n<\/ul>\n<h4><strong>\u591a\u8bed\u8a00 OCR \u652f\u6301<\/strong><\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\u4e0a\u4f20\u542b\u591a\u8bed\u8a00\u6587\u5b57\u7684\u56fe\u7247\uff0c\u8f93\u5165\u63d0\u793a \u201c\u63d0\u53d6\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u201d\u3002<\/li>\n<li><strong>\u573a\u666f<\/strong>\uff1a\u626b\u63cf\u6587\u6863\u3001\u7ffb\u8bd1\u56fe\u7247\u6587\u5b57\u3002<\/li>\n<li><strong>\u7ed3\u679c\u793a\u4f8b<\/strong>\uff1a\u63d0\u53d6\u4e2d\u82f1\u6587\u6df7\u5408\u6587\u5b57\u5e76\u751f\u6210\u63cf\u8ff0\u3002<\/li>\n<\/ul>\n<h4><strong>\u589e\u5f3a\u63a8\u7406\u80fd\u529b<\/strong><\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\u8f93\u5165\u590d\u6742\u95ee\u9898\uff0c\u5982 \u201c\u56fe\u7247\u4e2d\u6709\u51e0\u4e2a\u4eba\uff1f\u8bf7\u9010\u6b65\u8bf4\u660e\u201d\u3002<\/li>\n<li><strong>\u573a\u666f<\/strong>\uff1a\u6559\u80b2\u3001\u6570\u636e\u5206\u6790\u4efb\u52a1\u3002<\/li>\n<li><strong>\u8f93\u51fa\u793a\u4f8b<\/strong>\uff1a 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\u8fd92\u4e2a\u5927\u6a21\u578b\u5236\u4f5c\u3002<\/p>\n<p>\u5938\u514b\uff1ahttps:\/\/pan.quark.cn\/s\/23095bb34e7c<\/p>\n<p>\u767e\u5ea6\uff1ahttps:\/\/pan.baidu.com\/s\/12fWAbshwKY8OYcCcv_5Pkg?pwd=2727<\/p>\n<p>\u89e3\u538b\u5bc6\u7801\u81ea\u884c\u5728jian27\u67e5\u627e\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ovis\uff08Open VISion\uff09\u662f\u7531\u963f\u91cc\u5df4\u5df4\u56fd\u9645\u6570\u5b57\u5546\u4e1a\u96c6\u56e2\u7684 AIDC-AI \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLM\uff09\uff0c\u6258\u7ba1\u4e8e 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