Skip to content

GitLab

"src/lib/vscode:/vscode.git/clone" did not exist on "19700e90748fe7ccbe410a8adbd3ba74cba429d7"
Commit bbe325d8 authored by wanglch's avatar wanglch
Browse files

Initial commit

parents
Pipeline #2485 canceled with stages
Show whitespace changes
Inline Side-by-side
Showing with 738 additions and 0 deletions
.dockerignore 0 → 100644
View file @ bbe325d8
.git
.github
.mypy_cache
.pytest_cache
.venv
__pycache__
*.egg-info
.gitignore 0 → 100644
View file @ bbe325d8
# ml stuff
wandb/
*histogram.png
*.json
dolma_previews/*
s2_previews/*
gnarly_previews/*
s2orc_previews/*
s2orc_previews_3200/*
sample200_vllm/*
sample200_sglang/*
pdelfin_testset/*
localworkspace/*
gpt4otestset/*
gpt4otestset_output/*
pdfs/*
/*.html
scoreelo.csv
debug.log
birrpipeline-debug.log
beakerpipeline-debug.log
olmocr-pipeline-debug.log
# build artifacts
.eggs/
.mypy_cache
*.egg-info/
build/
dist/
pip-wheel-metadata/
# dev tools
.envrc
.python-version
.idea
.venv/
.vscode/
/*.iml
pyrightconfig.json
# jupyter notebooks
.ipynb_checkpoints
# miscellaneous
.cache/
doc/_build/
*.swp
.DS_Store
# python
*.pyc
*.pyo
__pycache__
# testing and continuous integration
.coverage
.pytest_cache/
.benchmarks
# documentation build artifacts
docs/build
site/
.readthedocs.yaml 0 → 100644
View file @ bbe325d8
version: 2
sphinx:
configuration: docs/source/conf.py
fail_on_warning: true
python:
version: "3.8"
install:
- method: pip
path: .
extra_requirements:
- dev
CHANGELOG.md 0 → 100644
View file @ bbe325d8
# Changelog
All notable changes to this project will be documented in this file.
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
## Unreleased
## [v0.1.58](https://github.com/allenai/olmocr/releases/tag/v0.1.58) - 2025-02-15
## [v0.1.53](https://github.com/allenai/olmocr/releases/tag/v0.1.53) - 2025-02-14
- Fixed git checks
- Added gemini and claude runners and a viewer.
\ No newline at end of file
Dockerfile 0 → 100644
View file @ bbe325d8
FROM image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.3.0-py3.10-dtk24.04.3-ubuntu20.04
\ No newline at end of file
LICENSE 0 → 100644
View file @ bbe325d8
Apache License
Version 2.0, January 2004
https://www.apache.org/licenses/
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction,
and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by
the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all
other entities that control, are controlled by, or are under common
control with that entity. For the purposes of this definition,
"control" means (i) the power, direct or indirect, to cause the
direction or management of such entity, whether by contract or
otherwise, or (ii) ownership of fifty percent (50%) or more of the
outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity
exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications,
including but not limited to software source code, documentation
source, and configuration files.
"Object" form shall mean any form resulting from mechanical
transformation or translation of a Source form, including but
not limited to compiled object code, generated documentation,
and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or
Object form, made available under the License, as indicated by a
copyright notice that is included in or attached to the work
(an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object
form, that is based on (or derived from) the Work and for which the
editorial revisions, annotations, elaborations, or other modifications
represent, as a whole, an original work of authorship. For the purposes
of this License, Derivative Works shall not include works that remain
separable from, or merely link (or bind by name) to the interfaces of,
the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including
the original version of the Work and any modifications or additions
to that Work or Derivative Works thereof, that is intentionally
submitted to Licensor for inclusion in the Work by the copyright owner
or by an individual or Legal Entity authorized to submit on behalf of
the copyright owner. For the purposes of this definition, "submitted"
means any form of electronic, verbal, or written communication sent
to the Licensor or its representatives, including but not limited to
communication on electronic mailing lists, source code control systems,
and issue tracking systems that are managed by, or on behalf of, the
Licensor for the purpose of discussing and improving the Work, but
excluding communication that is conspicuously marked or otherwise
designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity
on behalf of whom a Contribution has been received by Licensor and
subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
copyright license to reproduce, prepare Derivative Works of,
publicly display, publicly perform, sublicense, and distribute the
Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
(except as stated in this section) patent license to make, have made,
use, offer to sell, sell, import, and otherwise transfer the Work,
where such license applies only to those patent claims licensable
by such Contributor that are necessarily infringed by their
Contribution(s) alone or by combination of their Contribution(s)
with the Work to which such Contribution(s) was submitted. If You
institute patent litigation against any entity (including a
cross-claim or counterclaim in a lawsuit) alleging that the Work
or a Contribution incorporated within the Work constitutes direct
or contributory patent infringement, then any patent licenses
granted to You under this License for that Work shall terminate
as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the
Work or Derivative Works thereof in any medium, with or without
modifications, and in Source or Object form, provided that You
meet the following conditions:
(a) You must give any other recipients of the Work or
Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices
stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works
that You distribute, all copyright, patent, trademark, and
attribution notices from the Source form of the Work,
excluding those notices that do not pertain to any part of
the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its
distribution, then any Derivative Works that You distribute must
include a readable copy of the attribution notices contained
within such NOTICE file, excluding those notices that do not
pertain to any part of the Derivative Works, in at least one
of the following places: within a NOTICE text file distributed
as part of the Derivative Works; within the Source form or
documentation, if provided along with the Derivative Works; or,
within a display generated by the Derivative Works, if and
wherever such third-party notices normally appear. The contents
of the NOTICE file are for informational purposes only and
do not modify the License. You may add Your own attribution
notices within Derivative Works that You distribute, alongside
or as an addendum to the NOTICE text from the Work, provided
that such additional attribution notices cannot be construed
as modifying the License.
You may add Your own copyright statement to Your modifications and
may provide additional or different license terms and conditions
for use, reproduction, or distribution of Your modifications, or
for any such Derivative Works as a whole, provided Your use,
reproduction, and distribution of the Work otherwise complies with
the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise,
any Contribution intentionally submitted for inclusion in the Work
by You to the Licensor shall be under the terms and conditions of
this License, without any additional terms or conditions.
Notwithstanding the above, nothing herein shall supersede or modify
the terms of any separate license agreement you may have executed
with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade
names, trademarks, service marks, or product names of the Licensor,
except as required for reasonable and customary use in describing the
origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or
agreed to in writing, Licensor provides the Work (and each
Contributor provides its Contributions) on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
implied, including, without limitation, any warranties or conditions
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
PARTICULAR PURPOSE. You are solely responsible for determining the
appropriateness of using or redistributing the Work and assume any
risks associated with Your exercise of permissions under this License.
8. Limitation of Liability. In no event and under no legal theory,
whether in tort (including negligence), contract, or otherwise,
unless required by applicable law (such as deliberate and grossly
negligent acts) or agreed to in writing, shall any Contributor be
liable to You for damages, including any direct, indirect, special,
incidental, or consequential damages of any character arising as a
result of this License or out of the use or inability to use the
Work (including but not limited to damages for loss of goodwill,
work stoppage, computer failure or malfunction, or any and all
other commercial damages or losses), even if such Contributor
has been advised of the possibility of such damages.
9. Accepting Warranty or Additional Liability. While redistributing
the Work or Derivative Works thereof, You may choose to offer,
and charge a fee for, acceptance of support, warranty, indemnity,
or other liability obligations and/or rights consistent with this
License. However, in accepting such obligations, You may act only
on Your own behalf and on Your sole responsibility, not on behalf
of any other Contributor, and only if You agree to indemnify,
defend, and hold each Contributor harmless for any liability
incurred by, or claims asserted against, such Contributor by reason
of your accepting any such warranty or additional liability.
END OF TERMS AND CONDITIONS
APPENDIX: How to apply the Apache License to your work.
To apply the Apache License to your work, attach the following
boilerplate notice, with the fields enclosed by brackets "{}"
replaced with your own identifying information. (Don't include
the brackets!) The text should be enclosed in the appropriate
comment syntax for the file format. We also recommend that a
file or class name and description of purpose be included on the
same "printed page" as the copyright notice for easier
identification within third-party archives.
Copyright {yyyy} {name of copyright owner}
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
Makefile 0 → 100644
View file @ bbe325d8
.PHONY : docs
docs :
rm -rf docs/build/
sphinx-autobuild -b html --watch olmocr/ docs/source/ docs/build/
.PHONY : run-checks
run-checks :
isort --check .
black --check .
ruff check .
mypy .
CUDA_VISIBLE_DEVICES='' pytest -v --color=yes --doctest-modules tests/ olmocr/
.PHONY : build
build :
rm -rf *.egg-info/
python -m build
README.md 0 → 100644
View file @ bbe325d8
# olmocr
## 论文
[olmOCR: Unlocking Trillions of Tokens
in PDFswithVisionLanguageModels](https://olmocr.allenai.org/papers/olmocr.pdf)
## 模型结构
olmOCR结合文档锚定(document-anchoring)技术与Qwen2-VL-7B-Instruct(阿里多模态模型)，支持处理多种类型的PDF文档，包括学术论文、书籍、表格和图表等。olmOCR基于提取文档中的文本和布局信息，与页面图像结合，更准确地提取内容、保留结构化信息。
<div align=center>
<img src="./pics/arch.jpg"/>
</div>
## 算法原理
* 文档锚定(Document-anchoring):基与提取PDF页面中的文本块和图像的位置信息，与原始文本结合，形成提示(prompt)。提示与页面的栅格化图像一起输入到视觉语言模型(VLM)中。帮助模型更好地理解文档的结构和布局，减少因图像模糊或布局复杂导致的提取错误。
* 微调的视觉语言模型(VLM):基于Qwen2-VL-7B-Instruct的7B参数视觉语言模型。在包含26万页PDF的数据集上进行微调，适应文档处理任务。模型输出结构化的JSON数据，包含页面的元数据(如语言、方向、是否包含表格等)和自然阅读顺序的文本内容。
<div align=center>
<img src="./pics/theory.png"/>
</div>
## 环境配置
### Docker（方法一）
推荐使用docker方式运行， 此处提供[光源](https://www.sourcefind.cn/#/service-details)拉取docker镜像的地址与使用步骤
```
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.3.0-py3.10-dtk24.04.3-ubuntu20.04
docker run -it --shm-size=1024G -v /path/your_code_data/:/path/your_code_data/ -v /opt/hyhal:/opt/hyhal --privileged=true --device=/dev/kfd --device=/dev/dri/ --group-add video --name olmocr <your IMAGE ID> bash # <your IMAGE ID>为以上拉取的docker的镜像ID替换
cd /path/your_code_data/
pip install olmocr
```
Tips:以上dtk驱动、python、torch等DCU相关工具版本需要严格一一对应。
### Dockerfile（方法二）
此处提供dockerfile的使用方法
```
docker build -t olmocr:latest .
docker run --shm-size 500g --network=host --name=olmocr --privileged --device=/dev/kfd --device=/dev/dri --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v 项目地址(绝对路径):/home/ -v /opt/hyhal:/opt/hyhal:ro -it <your IMAGE ID> bash
cd /path/your_code_data/
pip install olmocr
```
### Anaconda（方法三）
此处提供本地配置、编译的详细步骤，例如：
关于本项目DCU显卡所需的特殊深度学习库可从[光合](https://developer.hpccube.com/tool/)开发者社区下载安装。
```
DTK驱动:dtk24.04.3
python:3.10
torch:2.3.0
flash-attn:2.6.1
```
`Tips：以上dtk驱动、python、torch等DCU相关工具版本需要严格一一对应`
其它非深度学习库参照requirement.txt安装：
```
conda create -n olmocr python=3.10
conda activate olmocr
cd /path/your_code_data/
pip install olmocr
```
## 数据集
```
无
```
## 训练
```
无
```
## 推理
```
python olmocr_ocr.py
```
## result
<div align=left>
<img src="./pics/result.png"/>
</div>
### 精度
无
## 应用场景
### 算法类别
`OCR`
### 热点应用行业
`科研,教育,政府,金融`
## 预训练权重
模型可在[SCNet](http://113.200.138.88:18080/aimodels/)进行搜索下载
- [allenai/olmOCR-7B-0225-preview模型下载SCNet链接](http://113.200.138.88:18080/aimodels/qwen/Qwen2.5-VL-3B-Instruct)
[ModelScope](https://modelscope.cn/)
- [allenai/olmOCR-7B-0225-preview](https://www.modelscope.cn/models/allenai/olmOCR-7B-0225-preview)
## 源码仓库及问题反馈
- https://developer.sourcefind.cn/codes/modelzoo/Qwen2.5-vl_pytorch
## 参考资料
- https://qwenlm.github.io/zh/blog/qwen2.5-vl/
- https://github.com/QwenLM/Qwen2.5-VL
docs/Makefile 0 → 100644
View file @ bbe325d8
# Minimal makefile for Sphinx documentation
#
# You can set these variables from the command line, and also
# from the environment for the first two.
SPHINXOPTS ?= -W
SPHINXBUILD ?= sphinx-build
SOURCEDIR = source
BUILDDIR = build
# Put it first so that "make" without argument is like "make help".
help:
@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
.PHONY: help Makefile
# Catch-all target: route all unknown targets to Sphinx using the new
# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS).
%: Makefile
@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
docs/make.bat 0 → 100644
View file @ bbe325d8
@ECHO OFF
pushd %~dp0
REM Command file for Sphinx documentation
if "%SPHINXBUILD%" == "" (
set SPHINXBUILD=sphinx-build
)
set SOURCEDIR=source
set BUILDDIR=build
if "%1" == "" goto help
%SPHINXBUILD% >NUL 2>NUL
if errorlevel 9009 (
echo.
echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
echo.installed, then set the SPHINXBUILD environment variable to point
echo.to the full path of the 'sphinx-build' executable. Alternatively you
echo.may add the Sphinx directory to PATH.
echo.
echo.If you don't have Sphinx installed, grab it from
echo.https://www.sphinx-doc.org/
exit /b 1
)
%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
goto end
:help
%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
:end
popd
docs/source/CHANGELOG.md 0 → 100644
View file @ bbe325d8
../../CHANGELOG.md
\ No newline at end of file
docs/source/CONTRIBUTING.md 0 → 100644
View file @ bbe325d8
../../.github/CONTRIBUTING.md
\ No newline at end of file
docs/source/conf.py 0 → 100644
View file @ bbe325d8
# Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
import logging
import os
import sys
from datetime import datetime
# -- Path setup --------------------------------------------------------------
# If extensions (or modules to document with autodoc) are in another directory,
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
#
sys.path.insert(0, os.path.abspath("../../"))
from olmocr import VERSION, VERSION_SHORT # noqa: E402
# -- Project information -----------------------------------------------------
project = "olmocr"
copyright = f"{datetime.today().year}, Allen Institute for Artificial Intelligence"
author = "Allen Institute for Artificial Intelligence"
version = VERSION_SHORT
release = VERSION
# -- General configuration ---------------------------------------------------
# Add any Sphinx extension module names here, as strings. They can be
# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
# ones.
extensions = [
"sphinx.ext.autodoc",
"sphinx.ext.napoleon",
"myst_parser",
"sphinx.ext.intersphinx",
"sphinx.ext.viewcode",
"sphinx.ext.doctest",
"sphinx_copybutton",
"sphinx_autodoc_typehints",
]
# Tell myst-parser to assign header anchors for h1-h3.
myst_heading_anchors = 3
suppress_warnings = ["myst.header"]
# Add any paths that contain templates here, relative to this directory.
templates_path = ["_templates"]
# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
# This pattern also affects html_static_path and html_extra_path.
exclude_patterns = ["_build"]
source_suffix = [".rst", ".md"]
intersphinx_mapping = {
"python": ("https://docs.python.org/3", None),
# Uncomment these if you use them in your codebase:
# "torch": ("https://pytorch.org/docs/stable", None),
# "datasets": ("https://huggingface.co/docs/datasets/master/en", None),
# "transformers": ("https://huggingface.co/docs/transformers/master/en", None),
}
# By default, sort documented members by type within classes and modules.
autodoc_member_order = "groupwise"
# Include default values when documenting parameter types.
typehints_defaults = "comma"
# -- Options for HTML output -------------------------------------------------
# The theme to use for HTML and HTML Help pages. See the documentation for
# a list of builtin themes.
#
html_theme = "furo"
html_title = f"olmocr v{VERSION}"
# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
html_static_path = ["_static"]
html_css_files = ["css/custom.css"]
html_favicon = "_static/favicon.ico"
html_theme_options = {
"footer_icons": [
{
"name": "GitHub",
"url": "https://github.com/allenai/olmocr",
"html": """
<svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 16 16">
<path fill-rule="evenodd" d="M8 0C3.58 0 0 3.58 0 8c0 3.54 2.29 6.53 5.47 7.59.4.07.55-.17.55-.38 0-.19-.01-.82-.01-1.49-2.01.37-2.53-.49-2.69-.94-.09-.23-.48-.94-.82-1.13-.28-.15-.68-.52-.01-.53.63-.01 1.08.58 1.23.82.72 1.21 1.87.87 2.33.66.07-.52.28-.87.51-1.07-1.78-.2-3.64-.89-3.64-3.95 0-.87.31-1.59.82-2.15-.08-.2-.36-1.02.08-2.12 0 0 .67-.21 2.2.82.64-.18 1.32-.27 2-.27.68 0 1.36.09 2 .27 1.53-1.04 2.2-.82 2.2-.82.44 1.1.16 1.92.08 2.12.51.56.82 1.27.82 2.15 0 3.07-1.87 3.75-3.65 3.95.29.25.54.73.54 1.48 0 1.07-.01 1.93-.01 2.2 0 .21.15.46.55.38A8.013 8.013 0 0 0 16 8c0-4.42-3.58-8-8-8z"></path>
</svg>
""", # noqa: E501
"class": "",
},
],
}
# -- Hack to get rid of stupid warnings from sphinx_autodoc_typehints --------
class ShutupSphinxAutodocTypehintsFilter(logging.Filter):
def filter(self, record: logging.LogRecord) -> bool:
if "Cannot resolve forward reference" in record.msg:
return False
return True
logging.getLogger("sphinx.sphinx_autodoc_typehints").addFilter(ShutupSphinxAutodocTypehintsFilter())
docs/source/index.md 0 → 100644
View file @ bbe325d8
# **olmocr**
```{toctree}
:maxdepth: 2
:hidden:
:caption: Getting started
installation
overview
```
```{toctree}
:hidden:
:caption: Development
CHANGELOG
CONTRIBUTING
License <https://raw.githubusercontent.com/allenai/olmocr/main/LICENSE>
GitHub Repository <https://github.com/allenai/olmocr>
```
## Indices and tables
```{eval-rst}
* :ref:`genindex`
* :ref:`modindex`
```
docs/source/installation.md 0 → 100644
View file @ bbe325d8
Installation
============
**olmocr** supports Python >= 3.8.
## Installing with `pip`
**olmocr** is available [on PyPI](https://pypi.org/project/olmocr/). Just run
```bash
pip install olmocr
```
## Installing from source
To install **olmocr** from source, first clone [the repository](https://github.com/allenai/olmocr):
```bash
git clone https://github.com/allenai/olmocr.git
cd olmocr
```
Then run
```bash
pip install -e .
```
docs/source/overview.md 0 → 100644
View file @ bbe325d8
Overview
========
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment