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christian-bick
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edugraph-exercises

Tasks:
Visual Question Answering
Image Classification
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Synthetic
math
education
reasoning
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  1. README.md +67 -0
  2. coverage-report.md +1 -1
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README.md CHANGED
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  ---
 
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  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ pretty_name: EduGraph Exercises
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  license: apache-2.0
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+ task_categories:
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+ - visual-question-answering
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+ - image-classification
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+ language:
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+ - en
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+ tags:
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+ - synthetic
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+ - math
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+ - education
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+ - reasoning
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+ size_categories:
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+ - n<1K
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: "train/**"
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+ - split: validation
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+ path: "validation/**"
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  ---
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+
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+ # EduGraph Exercises Dataset
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+
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+ **EduGraph Exercises** is a synthetic ML dataset of math-related visual problems, precisely labeled for training AI models in the education sector.
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+
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+ Every image in this dataset is programmatically generated using the [EduGraph Ontology](https://github.com/christian-bick/edugraph-ontology) to ensure that visual features are mathematically bound to their pedagogical labels.
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+
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+ ## Quick Links
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+
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+ - **Generation Engine:** [GitHub Repository](https://github.com/christian-bick/edugraph-content) (Contribute new generators or views!)
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+ - **Ontology:** [EduGraph Ontology](https://github.com/christian-bick/edugraph-ontology) (Semantic definitions for all labels)
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+
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+ ## Dataset Description
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+
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+ The dataset follows a **Label-Driven Generation** paradigm. Instead of labeling existing images, the system uses mathematical constraints to generate problems that satisfy specific educational goals.
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+
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+ ### Example Modules
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+ The dataset currently contains exercises for:
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+ - **Arithmetic:** Addition, Subtraction, Multiplication, and Division (Vertical and Box layouts).
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+ - **Counting:** Object counting with various shapes and symbols.
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+ - **Comparison:** Greater than, less than, and equality of numbers.
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+ - **Time:** Analog clock reading at various intervals.
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+
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+ ## Structure & Metadata
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+
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+ ### File Layout
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+ The dataset is split into `train` and `validation` folders. Each split contains:
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+ - `metadata.jsonl`: The primary entry point containing labels and image references.
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+ - `[module]/`: Subdirectories containing the actual PNG images.
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+
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+ ### Metadata Schema
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+ Each entry in `metadata.jsonl` contains:
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+ - `file_name`: Path to the image file (relative to the split root).
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+ - `problem_id`: Unique identifier for the abstract problem.
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+ - `type`: The mathematical domain (e.g., `arithmetic`, `time`).
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+ - `solution_visible`: Boolean indicating if the image shows the solved state (S) or the question state (Q).
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+ - `mode`: Human-readable tag (`question` or `solution`).
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+ - `tags`: List of semantic labels from the EduGraph Ontology.
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+ - `parameters`: The exact mathematical constants and visual configuration used for generation.
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+
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+ ## Versioning & Integrity
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+
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+ The dataset version (e.g., `v0.6.0-02`) is strictly tied to the version of the **EduGraph Ontology** it was generated with. This ensures that labels like `http://edugraph.io/edu/ArabicNumerals` have stable, mathematically consistent meanings across all training samples.
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+
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+ ## License
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+
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+ This dataset is released under the **Apache 2.0 License**.
coverage-report.md CHANGED
@@ -63,7 +63,7 @@
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  | AnalogClock, HourIntervals, MeasuringTime, ProcedureExecution | 4 | 0.81% |
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  | ArabicNumerals, Base10, CountingSymbols, IntegerNotation, IntegersWithoutNegatives, IntegersWithoutZero, NumbersSmaller20, NumerationWithIntegers, ProcedureExecution | 4 | 0.81% |
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  | AnalogClock, MeasuringTime, ProcedureExecution, SecondIntervals | 4 | 0.81% |
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- | ArabicNumerals, Base10, IntegersWithoutZero, NumbersSmaller100, NumerationWithIntegers, ProcedureExecution | 2 | 0.41% |
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  | ArabicNumerals, Base10, IntegersWithZero, NumbersSmaller100, NumerationWithIntegers, ProcedureExecution | 2 | 0.41% |
 
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  | ArabicNumerals, Base10, IntegersWithoutZero, NumbersSmaller1000, NumerationWithIntegers, ProcedureExecution | 2 | 0.41% |
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  | ArabicNumerals, Base10, IntegersWithZero, NumbersSmaller1000, NumerationWithIntegers, ProcedureExecution | 2 | 0.41% |
 
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  | AnalogClock, HourIntervals, MeasuringTime, ProcedureExecution | 4 | 0.81% |
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  | ArabicNumerals, Base10, CountingSymbols, IntegerNotation, IntegersWithoutNegatives, IntegersWithoutZero, NumbersSmaller20, NumerationWithIntegers, ProcedureExecution | 4 | 0.81% |
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  | AnalogClock, MeasuringTime, ProcedureExecution, SecondIntervals | 4 | 0.81% |
 
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  | ArabicNumerals, Base10, IntegersWithZero, NumbersSmaller100, NumerationWithIntegers, ProcedureExecution | 2 | 0.41% |
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+ | ArabicNumerals, Base10, IntegersWithoutZero, NumbersSmaller100, NumerationWithIntegers, ProcedureExecution | 2 | 0.41% |
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  | ArabicNumerals, Base10, IntegersWithoutZero, NumbersSmaller1000, NumerationWithIntegers, ProcedureExecution | 2 | 0.41% |
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  | ArabicNumerals, Base10, IntegersWithZero, NumbersSmaller1000, NumerationWithIntegers, ProcedureExecution | 2 | 0.41% |
train/arithmetic/metadata.jsonl DELETED
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train/comparison/metadata.jsonl DELETED
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- {"file_name":"comparison-1-6-4_numbers-compare_inst-0_mode-Q.png","problem_id":"comparison-1-6_4","type":"comparison","solution_visible":false,"mode":"question","tags":["http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller10","http://edugraph.io/edu/IntegersWithZero"],"parameters":{}}
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- {"file_name":"comparison-1-6-4_numbers-compare_inst-0_mode-S.png","problem_id":"comparison-1-6_4","type":"comparison","solution_visible":true,"mode":"solution","tags":["http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller10","http://edugraph.io/edu/IntegersWithZero"],"parameters":{}}
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- {"file_name":"comparison-4-34-66_numbers-compare_inst-0_mode-Q.png","problem_id":"comparison-4-34_66","type":"comparison","solution_visible":false,"mode":"question","tags":["http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller100","http://edugraph.io/edu/IntegersWithoutZero"],"parameters":{}}
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- {"file_name":"comparison-4-34-66_numbers-compare_inst-0_mode-S.png","problem_id":"comparison-4-34_66","type":"comparison","solution_visible":true,"mode":"solution","tags":["http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller100","http://edugraph.io/edu/IntegersWithoutZero"],"parameters":{}}
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- {"file_name":"comparison-3-25-57_numbers-compare_inst-0_mode-Q.png","problem_id":"comparison-3-25_57","type":"comparison","solution_visible":false,"mode":"question","tags":["http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller100","http://edugraph.io/edu/IntegersWithZero"],"parameters":{}}
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- {"file_name":"comparison-3-25-57_numbers-compare_inst-0_mode-S.png","problem_id":"comparison-3-25_57","type":"comparison","solution_visible":true,"mode":"solution","tags":["http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller100","http://edugraph.io/edu/IntegersWithZero"],"parameters":{}}
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- {"file_name":"comparison-2-8-7_numbers-compare_inst-0_mode-Q.png","problem_id":"comparison-2-8_7","type":"comparison","solution_visible":false,"mode":"question","tags":["http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller10","http://edugraph.io/edu/IntegersWithoutZero"],"parameters":{}}
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- {"file_name":"comparison-2-8-7_numbers-compare_inst-0_mode-S.png","problem_id":"comparison-2-8_7","type":"comparison","solution_visible":true,"mode":"solution","tags":["http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller10","http://edugraph.io/edu/IntegersWithoutZero"],"parameters":{}}
 
 
 
 
 
 
 
 
 
train/counting/metadata.jsonl DELETED
@@ -1,16 +0,0 @@
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- {"file_name":"counting-1-7-inc_counting-objects_type-inc_inst-0_mode-Q.png","problem_id":"counting-1-7_inc","type":"counting","solution_visible":false,"mode":"question","tags":["http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/IntegersWithoutZero","http://edugraph.io/edu/IntegersWithoutNegatives","http://edugraph.io/edu/CountingSymbols","http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller10"],"parameters":{"type":"inc"}}
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- {"file_name":"counting-1-7-inc_counting-objects_type-inc_inst-0_mode-S.png","problem_id":"counting-1-7_inc","type":"counting","solution_visible":true,"mode":"solution","tags":["http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/IntegersWithoutZero","http://edugraph.io/edu/IntegersWithoutNegatives","http://edugraph.io/edu/CountingSymbols","http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller10"],"parameters":{"type":"inc"}}
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- {"file_name":"counting-2-5-dec_counting-objects_type-dec_inst-0_mode-Q.png","problem_id":"counting-2-5_dec","type":"counting","solution_visible":false,"mode":"question","tags":["http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/IntegersWithoutZero","http://edugraph.io/edu/IntegersWithoutNegatives","http://edugraph.io/edu/CountingSymbols","http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller10"],"parameters":{"type":"dec"}}
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- {"file_name":"counting-2-5-dec_counting-objects_type-dec_inst-0_mode-S.png","problem_id":"counting-2-5_dec","type":"counting","solution_visible":true,"mode":"solution","tags":["http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/IntegersWithoutZero","http://edugraph.io/edu/IntegersWithoutNegatives","http://edugraph.io/edu/CountingSymbols","http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller10"],"parameters":{"type":"dec"}}
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- {"file_name":"counting-4-17-inc_counting-objects_type-inc_inst-0_mode-Q.png","problem_id":"counting-4-17_inc","type":"counting","solution_visible":false,"mode":"question","tags":["http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/IntegersWithoutZero","http://edugraph.io/edu/IntegersWithoutNegatives","http://edugraph.io/edu/CountingSymbols","http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller20"],"parameters":{"type":"inc"}}
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- {"file_name":"counting-4-17-inc_counting-objects_type-inc_inst-0_mode-S.png","problem_id":"counting-4-17_inc","type":"counting","solution_visible":true,"mode":"solution","tags":["http://edugraph.io/edu/ArabicNumerals","http://edugraph.io/edu/Base10","http://edugraph.io/edu/IntegersWithoutZero","http://edugraph.io/edu/IntegersWithoutNegatives","http://edugraph.io/edu/CountingSymbols","http://edugraph.io/edu/NumerationWithIntegers","http://edugraph.io/edu/ProcedureExecution","http://edugraph.io/edu/NumbersSmaller20"],"parameters":{"type":"inc"}}
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15
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train/metadata.jsonl CHANGED
The diff for this file is too large to render. See raw diff
 
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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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