image imagewidth (px) 2.55k 14k | filename stringlengths 7 7 | markdown stringlengths 119 8.81k | inference_info stringclasses 1
value |
|---|---|---|---|
001.jpg | $$\text{LOT COVERAGE} = \frac{\text{TOTAL}}{\text{LOT AREA}}$$
$$\text{FLOOR AREA RATIO} = \frac{\text{EXISTING HOUSE}}{\text{LOT AREA}} + \frac{\text{ADDITION LOWER FLOOR}}{\text{LOT AREA}} + \frac{\text{ADDITION UPPER FLOOR}}{\text{LOT AREA}} + \frac{\text{EXISTING GARAGE}}{\text{LOT AREA}} = A$$
$$\text{GENERAL NO... | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
002.jpg | $$\text{FOUNDATION & LOWER FLOOR FRAMING PLAN}$$
$$0 \leq 1/4^a = 1'-0'' \text{ OR } 1/8^a = 1'-0'' \text{ PREFERRED}$$
$$\text{SIZE AND LOCATION OF REINFORCING}$$
$$\text{SLAB ON GRADE NOTE REINFORCING}$$
$$\text{SIZE, SPACING, EMBEDMENT OF ANCHOR BOLTS TYP.}$$ | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
003.jpg | $$\text{NOTE NUMBER OF STUDS TO SUPPORT HEADERS} = \frac{\text{NOTE NUMBER OF STUDS TO SUPPORT HEADERS}}{\text{NOTE NUMBER OF STUDS TO SUPPORT HEADERS}}$$ | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
004.jpg | $$\textcircled{1}$$ \begin{array}{l} \textcircled{1}$ \textbf{LOWER ROOF & UPPER FLOOR FRAMING PLAN} \\ \textcircled{1}$ (SCALE: 1/4" = 1'-0" OR 1/8" = 1'-0" PREFERRED) \end{array} $$
$$\textcircled{2}$$ \begin{array}{l} \textcircled{2}$ \textbf{UPPER ROOF FRAMING PLAN} \\ \textcircled{2}$ (SCALE: 1/4" = 1'-0" OR 1/8"... | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
005.jpg | $$\text{ELEVATION} = \frac{\text{EXISTING OVERHANG}}{\text{DOWNSPOUT LOCATION}} + \frac{\text{FINISH MATERIAL}}{\text{DOWNSPOUT LOCATION}} + \frac{\text{EXISTING GRADE}}{\text{CRAWLSPACE VENTILATION}}$$ | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
006.jpg | $$\text{GLAZING AREA} = \frac{\text{GLAZING U-FACTOR}}{\text{VERTICAL}} \times \text{OVERHEAD}$$
$$\text{DOOR U-FACTOR} = \frac{\text{DOOR U-FACTOR}}{\text{VERTICAL}} \times \text{OVERHEAD}$$
$$\text{CEILING} = R - ###$$
$$\text{VAULTED CEILING} = R - ###$$
$$\text{WALL ABOVE GRADE} = R - ###$$
$$\text{WALL INTERI... | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
007.jpg | $$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL}$$
$$\text{STAIR DETAIL... | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
008.jpg | $$\text{LOT COVERAGE} = \frac{\text{TOTAL}}{\text{LOT AREA}}$$
$$\text{FLOOR AREA RATIO} = \frac{\text{EXISTING HOUSE}}{\text{LOT AREA}} + \frac{\text{ADDITION LOWER FLOOR}}{\text{LOT AREA}} + \frac{\text{ADDITION UPPER FLOOR}}{\text{LOT AREA}} + \frac{\text{EXISTING GARAGE}}{\text{LOT AREA}} = A$$
$$\text{GENERAL NO... | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
009.png | $$\text{MODUS OPERANDI}:$$
1. **AMMUNITION FOR CASTING OF PRECAST PSC SLAB UNITS, RCC SLABS, BALLAST RETAINERS, FOOTWALKS, ITC, C, AREA OF WATER WAY (UPTO STD V.C.)**
- For the existing bridge refer completion drawing No.: CAO/C/TR/S/MBR-NR/2142-024.
- For details of DROP / CURTAIN / TIE WALLS refer PC'S LETTER ... | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
010.png | $$\text{MODUS OPERANDI} : \begin{array}{l}
1. \text{FOR THE EXISTING MAIN LINE AT THE BRIDGE LOCATION INSTALL TEMPORARY ENGINEERING SPEED INDICATORS AS PER IRPWM. IMPPOSE SPEED RESTRICTION AS PER IRPWM AND ALLOW TRAFFIC AT RESTRICTED SPEED. \\
2. \text{BETWEEN THE MOVEMENT OF TRAINS EXCAVATE THE FOUNDATION OF THE PROPO... | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
011.png | $$
\text{ING CAPACITY OF SOIL} = 42.00 \text{ t/sqm}
$$
$$\text{SURE ON SOIL UNDER WING WALL} = 31.28 \text{ t/sqm}
$$ | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
012.png | $$\text{SPECIFICATIONS}:\quad \begin{array}{l}
\text{1. EXPOSURE CONDITION MODERATE AS PER INCIDE WITH LATEST AAC SUPP}\\
\text{2. CRAFTED CONCRETE FOR VOLVULATION CAUSED BY HS CONCRETED BRIDGE CODE 2014 WHERE HS CONCRETED BRIDGE CODE IS LEVELT}\\
\text{3. ALL WORK ARE CARRIED OUT AS PER THE FOLLOWING}\\
\text{4. ALL W... | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] | |
013.png | $$\text{OPEN TERRACE}$$
$$\text{OPEN TO SKY}$$
$$\text{1.50M WIDE CORRIDOR}$$
$$\text{ROOM 3.60x4.20}$$
$$\text{ROOM 3.60x4.20}$$
$$\text{ROOM 3.60x4.20}$$
$$\text{ROOM 3.60x4.20}$$
$$\text{ROOM 4.83x4.20}$$ | [{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-09T04:16:05.561633", "task": "formula", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}] |
Document OCR using GLM-OCR
This dataset contains OCR results from images in minhpvo/ocr-input using GLM-OCR, a compact 0.9B OCR model achieving SOTA performance.
Processing Details
- Source Dataset: minhpvo/ocr-input
- Model: zai-org/GLM-OCR
- Task: formula recognition
- Number of Samples: 13
- Processing Time: 2.3 min
- Processing Date: 2026-02-09 04:16 UTC
Configuration
- Image Column:
image - Output Column:
markdown - Dataset Split:
train - Batch Size: 16
- Max Model Length: 8,192 tokens
- Max Output Tokens: 16,384
- Temperature: 0.01
- Top P: 1e-05
- GPU Memory Utilization: 80.0%
Model Information
GLM-OCR is a compact, high-performance OCR model:
- 0.9B parameters
- 94.62% on OmniDocBench V1.5
- CogViT visual encoder + GLM-0.5B language decoder
- Multi-Token Prediction (MTP) loss for efficiency
- Multilingual: zh, en, fr, es, ru, de, ja, ko
- MIT licensed
Dataset Structure
The dataset contains all original columns plus:
markdown: The extracted text in markdown formatinference_info: JSON list tracking all OCR models applied to this dataset
Reproduction
uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/glm-ocr.py \
minhpvo/ocr-input \
<output-dataset> \
--image-column image \
--batch-size 16 \
--task formula
Generated with UV Scripts
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