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<table><tr><td>Rank / Rank Film Archive / "Look at Life"</td></tr><tr><td>BB1</td></tr></table>
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<table><tr><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>TITLE(S)</th><th>PROD. DATE</th><th>REELS/GAUGE/MATERIAL</th><th>SOURCE</th><th>NEW/ADD.</th><th>N/S</th></tr></thead><tbody><tr><td>DOWN ON THE FARM (Look at Life series No. 30)<br>the CURTAIN CHANGES (Look at Life series No. 356)<br>the ABBEY BACKSTAGE (Look at Life ...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>FOLLOW THE STARS 1959. Look at Life No.2</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>a MARRIAGE IS ARRANGED 1959. Look at Life No.4</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>TICKET TO TOKYO 1959. Look...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>FLIGHT ON A CUSHION<br>Look at Life No. 21</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>TALKING OF COACHES<br>Look at Life No. 22</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>SEAWAY<br>Look at Life No. 23</td><td>2 x 35...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>SAILING THE SKY<br>Look at Life No. 35</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>DUSTMEN'S DAY<br>Look at Life No. 36</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>LET'S GO DANCING<br>Look at Life No. 37</td><td>2 x 35mm comb. col....
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>BOTTLE PARTY<br>Look at Life No. 50</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>IN THE SWIM<br>Look at Life No. 51</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>TAXI! TAXI!<br>Look at Life N...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>TOP PEOPLE<br>Look at Life No. 64</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>A YEAR FOR A DAY<br>Look at Life No. 65</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>I PROTEST<br>Look at Life ...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>the ROCKET AGE LANCERS<br>Look at Life No. 79</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>KEEPING FIT<br>Look at Life No. 80</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>SOLEN...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>ON THE MARK<br>Look at Life No. 95</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>PIPELINE<br>Look at Life No. 96</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>AGAINST THE CLOCK<br>Look at Life No. 97</td><td>1 x 35mm comb...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>GIRLS AHOY<br>Look at Life No. 109</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>HIGH TENSION<br>Look at Life No. 110</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>MATCH MAKERS<br>Look at Life No. 111</td><td>2 x 35mm comb. col. pos.<b...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>ACTION THIS DAY<br>Look at Life No. 123</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>The DANCE OF LIFE<br>Look at Life No. 124</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>MEN WITH IDEAS<br>Look at Life No. 125</td><td>...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>HIGH RISE<br>Look at Life No. 138</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>EVERYTHING STOPS FOR TEA<br>Look at Life No. 139</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>TEST PILOT<br>Loo...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>EARNING THEIR KEEP Look at Life No. 153</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>DOWN IN THE FOREST Look at Life No. 154</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>EYES OF THE LAW Look at Life No. 155</td><td>1 x 35mm comb. col...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>the TRAIL LEADS UPWARDS<br>Look at Life No. 168</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>ONE HORSE POWER<br>Look at Life No. 169</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>AMPHIBIAN<br...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>GETTING WET<br>Look at Life No. 183</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>COMMON MARKET<br>Look at Life No. 184</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>the VILLAGE SLEEPS AGAIN<br>Look at Life No. 185</td><t...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>SEE HOW THEY JUMP<br>Look at Life No. 197</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>ISLAND AT THE CROSS ROADS<br>Look at Life No. 198</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>PICTURES TELL THE STORY<br>Look at Li...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>the GREATEST OF THESE...<br>Look at Life No. 211</td><td>3 x 35mm comb. col. pos.<br>[3 copies]</td></tr><tr><td>NEW UNIVERSITIES<br>Look at Life No. 212</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr>...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>RISING TO HIGH OFFICE<br>Look at Life No. 219</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>THEY LEARN AS THEY SEE<br>Look at Life No. 226</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>QUEUE FOR THE TEE<br>L...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>the SKY'S THE LIMIT<br>Look at Life No. 239</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>a PINCH OF SALT<br>Look at Life No. 240</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>YOU CAN'T CATCH MUCH FROM A FIS...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>GLORIOUS MUD<br>Look at Life No. 254</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>FORWARD MARCH<br>Look at Life No. 255</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>SILVER'S NE...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>WINNING THE HARD WAY<br>Look at Life No. 268</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>the GOLDEN WEST<br>Look at Life No. 269</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>M...
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<table><tr><td></td><td></td><td></td></tr></table>
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<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>SAVING A HERITAGE<br>Look at Life No. 282</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>CALLING THE TUNE<br>Look at Life No. 283</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>STONE AGE<br>Look...
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<table><tr><td></td><td></td><td></td></tr></table>
[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-21T10:12:21.801742", "task": "table", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
<table class="table table-bordered"><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>TAX HAVEN<br>Look at Life No. 296</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>WEALTH UNDER THE SEA?<br>Look at Life No. 297</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>the JE...
[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-21T10:12:21.801742", "task": "table", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
<table><tr><td></td><td></td><td></td></tr></table>
[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-21T10:12:21.801742", "task": "table", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>the SPIRIT OF BROOKLANDS<br>Look at Life No. 310</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>the OTHER FILM WORLD<br>Look at Life No. 311</td><td>1 x 35mm comb. col. pos.</td></tr><tr><td>PUTTING ON AN ACT<br>Look at Life No. 312</td><td...
[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-21T10:12:21.801742", "task": "table", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
<table><tr><td></td><td></td><td></td></tr></table>
[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-21T10:12:21.801742", "task": "table", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
<table><thead><tr><th>Title</th><th>Material</th></tr></thead><tbody><tr><td>VOLUNTEERS FOR SERVICE<br>Look at Life No. 325</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>LIVING ON SKIS<br>Look at Life No. 326</td><td>2 x 35mm comb. col. pos.<br>[2 copies]</td></tr><tr><td>SUGARING THE PILL<br>Look at ...
[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-21T10:12:21.801742", "task": "table", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
<table><tr><td></td><td></td><td></td></tr></table>
[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-21T10:12:21.801742", "task": "table", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]

Document OCR using GLM-OCR

This dataset contains OCR results from images in stephenmcconnachie/0004-pdf-pages-test using GLM-OCR, a compact 0.9B OCR model achieving SOTA performance.

Processing Details

Configuration

  • Image Column: image
  • Output Column: markdown
  • Dataset Split: train
  • Batch Size: 16
  • Max Model Length: 8,192 tokens
  • Max Output Tokens: 8,192
  • 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 format
  • inference_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 \
    stephenmcconnachie/0004-pdf-pages-test \
    <output-dataset> \
    --image-column image \
    --batch-size 16 \
    --task table

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