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ENH: Add MinerU2.5-2509-1.2B for VLLM #4523

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ENH: Add MinerU2.5-2509-1.2B for VLLM #4523

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6d2eb10
feat: Add MinerU VLM integration
GaoLeiA Jan 20, 2026
35410f2
Fix VirtualEnvSettings to support list for extra_index_url
GaoLeiA Jan 24, 2026
a131ae6
fix: Fix lint errors in media_interface.py and core.py
GaoLeiA Jan 29, 2026
7128258
feat: Add MinerU VLM integration and sync latest models
GaoLeiA Jan 30, 2026
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169 changes: 132 additions & 37 deletions xinference/model/image/model_spec.json
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Original file line number Diff line number Diff line change
Expand Up @@ -782,15 +782,6 @@
"default_model_config": {
"variant": "fp16"
},
"virtualenv": {
"packages": [
"#diffusers_dependencies# ; #engine# == \"diffusers\"",
"transformers>=4.51.0",
"#system_torch#",
"#system_numpy#"
],
"no_build_isolation": true
},
"model_src": {
"huggingface": {
"model_id": "Kwai-Kolors/Kolors-diffusers",
Expand All @@ -802,7 +793,16 @@
}
},
"updated_at": 1769418366,
"featured": false
"featured": false,
"virtualenv": {
"packages": [
"#diffusers_dependencies# ; #engine# == \"diffusers\"",
"transformers>=4.51.0",
"#system_torch#",
"#system_numpy#"
],
"no_build_isolation": true
}
},
{
"version": 2,
Expand All @@ -814,15 +814,6 @@
"default_model_config": {
"torch_dtype": "bfloat16"
},
"virtualenv": {
"packages": [
"#diffusers_dependencies# ; #engine# == \"diffusers\"",
"transformers>=4.51.0",
"#system_torch#",
"#system_numpy#"
],
"no_build_isolation": true
},
"model_src": {
"huggingface": {
"model_id": "THUDM/CogView4-6B",
Expand All @@ -834,7 +825,16 @@
}
},
"updated_at": 1769418366,
"featured": true
"featured": true,
"virtualenv": {
"packages": [
"#diffusers_dependencies# ; #engine# == \"diffusers\"",
"transformers>=4.51.0",
"#system_torch#",
"#system_numpy#"
],
"no_build_isolation": true
}
},
{
"version": 2,
Expand Down Expand Up @@ -1361,6 +1361,69 @@
"updated_at": 1766387632,
"featured": true
},
{
"version": 2,
"model_name": "dots.ocr",
"model_family": "ocr",
"model_ability": [
"ocr"
],
"virtualenv": {
"packages": [
"transformers==4.51.3",
"flash-attn==2.8.0.post2",
"#system_torch#",
"#system_numpy#"
]
},
"model_src": {
"huggingface": {
"model_id": "rednote-hilab/dots.ocr",
"model_revision": "ba670c5dcf03ff4e02015558c95b4042f5dce069"
},
"modelscope": {
"model_id": "rednote-hilab/dots.ocr",
"model_revision": "master"
}
},
"featured": false,
"is_enterprise": true,
"updated_at": 1766547661
},
{
"version": 2,
"model_name": "MinerU2.5",
"model_family": "docanalyze",
"model_ability": [
"docanalyze"
],
"virtualenv": {
"packages": [
"vllm>=0.10.1",
"pypdfium2>=4.30.0",
"boto3>=1.28.43",
"pypdf>=5.6.0",
"reportlab",
"onnxruntime>1.17.0",
"beautifulsoup4>=4.13.5,<5",
"#system_torch#",
"#system_numpy#"
]
},
"model_src": {
"huggingface": {
"model_id": "opendatalab/MinerU2.5-2509-1.2B",
"model_revision": "879e58bdd9566632b27a8a81f0e2961873311f67"
},
"modelscope": {
"model_id": "OpenDataLab/MinerU2.5-2509-1.2B",
"model_revision": "master"
}
},
"featured": false,
"is_enterprise": true,
"updated_at": 1766547734
},
{
"version": 2,
"model_name": "Qwen-Image-Layered",
Expand Down Expand Up @@ -1580,32 +1643,64 @@
},
{
"version": 2,
"context_length": 32768,
"model_name": "MinerU2.5-2509-1.2B",
"model_family": "ocr",
"model_lang": [
"en",
"zh"
],
"model_ability": [
"ocr"
"chat",
"vision"
],
"model_description": "MinerU2.5-2509-1.2B is a vision language model for document understanding.",
"model_specs": [
{
"model_format": "pytorch",
"model_size_in_billions": "1_2",
"model_src": {
"huggingface": {
"quantizations": [
"none"
],
"model_id": "opendatalab/MinerU2.5-2509-1.2B",
"model_revision": "main"
},
"modelscope": {
"quantizations": [
"none"
],
"model_id": "opendatalab/MinerU2.5-2509-1.2B",
"model_revision": "master"
}
}
}
],
"stop_token_ids": [
151645,
151643
],
"stop": [
"<|im_end|>",
"<|endoftext|>"
],
"virtualenv": {
"packages": [
"transformers>=4.45.0 ; #engine# == \"transformers\"",
"mineru-vl-utils[transformers] ; #engine# == \"transformers\"",
"transformers>=4.45.0 ; #engine# == \"Transformers\"",
"mineru-vl-utils[transformers] ; #engine# == \"Transformers\"",
"vllm_dependencies ; #engine# == \"vllm\"",
"qwen-vl-utils",
"#system_torch#",
"#system_numpy#"
"#system_numpy#",
"qwen_omni_utils"
]
},
"model_src": {
"huggingface": {
"model_id": "opendatalab/MinerU2.5-2509-1.2B",
"model_revision": "main"
},
"modelscope": {
"model_id": "opendatalab/MinerU2.5-2509-1.2B",
"model_revision": "master"
}
},
"updated_at": 1769768716,
"featured": false,
"updated_at": 1769418382
"architectures": [
"Qwen2VLForConditionalGeneration"
],
"chat_template": "{% set image_count = namespace(value=0) %}{% set video_count = namespace(value=0) %}{% for message in messages %}{% if loop.first and message['role'] != 'system' %}<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n{% endif %}<|im_start|>{{ message['role'] }}\n{% if message['content'] is string %}{{ message['content'] }}<|im_end|>\n{% else %}{% for content in message['content'] %}{% if content['type'] == 'image' or 'image' in content or 'image_url' in content %}{% set image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{% elif content['type'] == 'video' or 'video' in content %}{% set video_count.value = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{% elif 'text' in content %}{{ content['text'] }}{% endif %}{% endfor %}<|im_end|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|im_start|>assistant\n{% endif %}"
},
{
"version": 2,
Expand Down Expand Up @@ -1645,4 +1740,4 @@
"featured": true,
"updated_at": 1769594289
}
]
]
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