Add files using upload-large-folder tool

logs/dataset_analysis/20260512T023115Z/bee_stage1.log

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+[2026-05-12T02:31:15Z] start bee_stage1
+
+Processed 994839 samples into /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results
+
+Read 994839 records from 100 JSONL file(s).
+Wrote token statistics to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_stats/Bee-Training-Data-Stage1
+
+Read 994839 records from 100 JSONL file(s).
+Wrote image-size statistics for 994839 images to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/image_size_stats/Bee-Training-Data-Stage1
+
+model              hardware attention              flops        hours    gpu-hours         cost
+Qwen/Qwen3-0.6B    8xa100   causal          6.893 EFLOPs        1.918       15.342             
+Qwen/Qwen3-0.6B    8xh100   causal          6.893 EFLOPs        0.605        4.837             
+Qwen/Qwen3-0.6B    8xb200   causal          6.893 EFLOPs        0.266        2.127             
+Qwen/Qwen3-1.7B    8xa100   causal         17.737 EFLOPs        4.935       39.479             
+Qwen/Qwen3-1.7B    8xh100   causal         17.737 EFLOPs        1.556       12.448             
+Qwen/Qwen3-1.7B    8xb200   causal         17.737 EFLOPs        0.684        5.474             
+Qwen/Qwen3-4B      8xa100   causal         38.525 EFLOPs       10.719       85.748             
+Qwen/Qwen3-4B      8xh100   causal         38.525 EFLOPs        3.380       27.037             
+Qwen/Qwen3-4B      8xb200   causal         38.525 EFLOPs        1.486       11.890             
+Qwen/Qwen3-8B      8xa100   causal         74.284 EFLOPs       20.668      165.340             
+Qwen/Qwen3-8B      8xh100   causal         74.284 EFLOPs        6.517       52.134             
+Qwen/Qwen3-8B      8xb200   causal         74.284 EFLOPs        2.866       22.927             
+Qwen/Qwen3-0.6B    8xa100   bidirectional   9.044 EFLOPs        2.516       20.130             
+Qwen/Qwen3-0.6B    8xh100   bidirectional   9.044 EFLOPs        0.793        6.347             
+Qwen/Qwen3-0.6B    8xb200   bidirectional   9.044 EFLOPs        0.349        2.791             
+Qwen/Qwen3-1.7B    8xa100   bidirectional  22.040 EFLOPs        6.132       49.055             
+Qwen/Qwen3-1.7B    8xh100   bidirectional  22.040 EFLOPs        1.933       15.468             
+Qwen/Qwen3-1.7B    8xb200   bidirectional  22.040 EFLOPs        0.850        6.802             
+Qwen/Qwen3-4B      8xa100   bidirectional  45.440 EFLOPs       12.642      101.140             
+Qwen/Qwen3-4B      8xh100   bidirectional  45.440 EFLOPs        3.986       31.890             
+Qwen/Qwen3-4B      8xb200   bidirectional  45.440 EFLOPs        1.753       14.025             
+Qwen/Qwen3-8B      8xa100   bidirectional  85.348 EFLOPs       23.746      189.966             
+Qwen/Qwen3-8B      8xh100   bidirectional  85.348 EFLOPs        7.487       59.898             
+Qwen/Qwen3-8B      8xb200   bidirectional  85.348 EFLOPs        3.293       26.342             
+Wrote FLOPs estimates to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/flops_estimation/Bee-Training-Data-Stage1
+/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/reports/dataset_analysis/Bee-Training-Data-Stage1/index.html
+Wrote 1 dataset report(s) to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/reports/dataset_analysis
+[2026-05-12T02:35:16Z] done bee_stage1

logs/dataset_analysis/20260512T023115Z/bee_stage2.log

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+[2026-05-12T02:31:15Z] start bee_stage2
+

logs/dataset_analysis/20260512T023115Z/honey_15m.log

@@ -0,0 +1,2 @@
+[2026-05-12T02:31:15Z] start honey_15m
+

logs/dataset_analysis/20260512T023115Z/s1p5_llava_onevision_3m.log

@@ -0,0 +1,39 @@
+[2026-05-12T02:31:15Z] start s1p5_llava_onevision_3m
+
+Processed 384341 samples into /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/s1p5-mini-LLaVA-OneVision-1.5-Mid-Training-Webdataset-Quick-Start-3M/results
+
+Read 384341 records from 60 JSONL file(s).
+Wrote token statistics to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_stats/s1p5-mini-LLaVA-OneVision-1.5-Mid-Training-Webdataset-Quick-Start-3M
+
+Read 384341 records from 60 JSONL file(s).
+Wrote image-size statistics for 3431880 images to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/image_size_stats/s1p5-mini-LLaVA-OneVision-1.5-Mid-Training-Webdataset-Quick-Start-3M
+
+model              hardware attention              flops        hours    gpu-hours         cost
+Qwen/Qwen3-0.6B    8xa100   causal         36.778 EFLOPs       10.232       81.860             
+Qwen/Qwen3-0.6B    8xh100   causal         36.778 EFLOPs        3.226       25.811             
+Qwen/Qwen3-0.6B    8xb200   causal         36.778 EFLOPs        1.419       11.351             
+Qwen/Qwen3-1.7B    8xa100   causal         91.132 EFLOPs       25.355      202.840             
+Qwen/Qwen3-1.7B    8xh100   causal         91.132 EFLOPs        7.995       63.958             
+Qwen/Qwen3-1.7B    8xb200   causal         91.132 EFLOPs        3.516       28.127             
+Qwen/Qwen3-4B      8xa100   causal        191.029 EFLOPs       53.149      425.190             
+Qwen/Qwen3-4B      8xh100   causal        191.029 EFLOPs       16.758      134.067             
+Qwen/Qwen3-4B      8xb200   causal        191.029 EFLOPs        7.370       58.960             
+Qwen/Qwen3-8B      8xa100   causal        361.890 EFLOPs      100.686      805.488             
+Qwen/Qwen3-8B      8xh100   causal        361.890 EFLOPs       31.747      253.979             
+Qwen/Qwen3-8B      8xb200   causal        361.890 EFLOPs       13.962      111.694             
+Qwen/Qwen3-0.6B    8xa100   bidirectional  52.465 EFLOPs       14.597      116.776             
+Qwen/Qwen3-0.6B    8xh100   bidirectional  52.465 EFLOPs        4.603       36.821             
+Qwen/Qwen3-0.6B    8xb200   bidirectional  52.465 EFLOPs        2.024       16.193             
+Qwen/Qwen3-1.7B    8xa100   bidirectional 122.506 EFLOPs       34.084      272.671             
+Qwen/Qwen3-1.7B    8xh100   bidirectional 122.506 EFLOPs       10.747       85.976             
+Qwen/Qwen3-1.7B    8xb200   bidirectional 122.506 EFLOPs        4.726       37.810             
+Qwen/Qwen3-4B      8xa100   bidirectional 241.452 EFLOPs       67.177      537.419             
+Qwen/Qwen3-4B      8xh100   bidirectional 241.452 EFLOPs       21.182      169.454             
+Qwen/Qwen3-4B      8xb200   bidirectional 241.452 EFLOPs        9.315       74.522             
+Qwen/Qwen3-8B      8xa100   bidirectional 442.566 EFLOPs      123.132      985.055             
+Qwen/Qwen3-8B      8xh100   bidirectional 442.566 EFLOPs       38.825      310.598             
+Qwen/Qwen3-8B      8xb200   bidirectional 442.566 EFLOPs       17.074      136.594             
+Wrote FLOPs estimates to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/flops_estimation/s1p5-mini-LLaVA-OneVision-1.5-Mid-Training-Webdataset-Quick-Start-3M
+/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/reports/dataset_analysis/s1p5-mini-LLaVA-OneVision-1.5-Mid-Training-Webdataset-Quick-Start-3M/index.html
+Wrote 1 dataset report(s) to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/reports/dataset_analysis
+[2026-05-12T02:38:06Z] done s1p5_llava_onevision_3m

logs/dataset_analysis/20260512T023115Z/s2_llava_next_780k.log

@@ -0,0 +1,39 @@
+[2026-05-12T02:31:15Z] start s2_llava_next_780k
+
+Processed 779111 samples into /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/s2-mini-LLaVA-NeXT-780k-webdataset/results
+
+Read 779111 records from 78 JSONL file(s).
+Wrote token statistics to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_stats/s2-mini-LLaVA-NeXT-780k-webdataset
+
+Read 779111 records from 78 JSONL file(s).
+Wrote image-size statistics for 738590 images to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/image_size_stats/s2-mini-LLaVA-NeXT-780k-webdataset
+
+model              hardware attention              flops        hours    gpu-hours         cost
+Qwen/Qwen3-0.6B    8xa100   causal          5.443 EFLOPs        1.514       12.115             
+Qwen/Qwen3-0.6B    8xh100   causal          5.443 EFLOPs        0.478        3.820             
+Qwen/Qwen3-0.6B    8xb200   causal          5.443 EFLOPs        0.210        1.680             
+Qwen/Qwen3-1.7B    8xa100   causal         14.519 EFLOPs        4.040       32.316             
+Qwen/Qwen3-1.7B    8xh100   causal         14.519 EFLOPs        1.274       10.190             
+Qwen/Qwen3-1.7B    8xb200   causal         14.519 EFLOPs        0.560        4.481             
+Qwen/Qwen3-4B      8xa100   causal         32.546 EFLOPs        9.055       72.439             
+Qwen/Qwen3-4B      8xh100   causal         32.546 EFLOPs        2.855       22.841             
+Qwen/Qwen3-4B      8xb200   causal         32.546 EFLOPs        1.256       10.045             
+Qwen/Qwen3-8B      8xa100   causal         63.697 EFLOPs       17.722      141.777             
+Qwen/Qwen3-8B      8xh100   causal         63.697 EFLOPs        5.588       44.704             
+Qwen/Qwen3-8B      8xb200   causal         63.697 EFLOPs        2.457       19.660             
+Qwen/Qwen3-0.6B    8xa100   bidirectional   6.527 EFLOPs        1.816       14.528             
+Qwen/Qwen3-0.6B    8xh100   bidirectional   6.527 EFLOPs        0.573        4.581             
+Qwen/Qwen3-0.6B    8xb200   bidirectional   6.527 EFLOPs        0.252        2.015             
+Qwen/Qwen3-1.7B    8xa100   bidirectional  16.687 EFLOPs        4.643       37.142             
+Qwen/Qwen3-1.7B    8xh100   bidirectional  16.687 EFLOPs        1.464       11.711             
+Qwen/Qwen3-1.7B    8xb200   bidirectional  16.687 EFLOPs        0.644        5.150             
+Qwen/Qwen3-4B      8xa100   bidirectional  36.030 EFLOPs       10.024       80.194             
+Qwen/Qwen3-4B      8xh100   bidirectional  36.030 EFLOPs        3.161       25.286             
+Qwen/Qwen3-4B      8xb200   bidirectional  36.030 EFLOPs        1.390       11.120             
+Qwen/Qwen3-8B      8xa100   bidirectional  69.272 EFLOPs       19.273      154.185             
+Qwen/Qwen3-8B      8xh100   bidirectional  69.272 EFLOPs        6.077       48.616             
+Qwen/Qwen3-8B      8xb200   bidirectional  69.272 EFLOPs        2.673       21.380             
+Wrote FLOPs estimates to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/flops_estimation/s2-mini-LLaVA-NeXT-780k-webdataset
+/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/reports/dataset_analysis/s2-mini-LLaVA-NeXT-780k-webdataset/index.html
+Wrote 1 dataset report(s) to /data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/reports/dataset_analysis
+[2026-05-12T02:35:40Z] done s2_llava_next_780k

reports/dataset_analysis/Bee-Training-Data-Stage1/assets/estimates.csv

@@ -0,0 +1,25 @@
+model,hardware,attention_type,num_params,n_layers,d_model,num_gpus,peak_tflops_per_gpu,mfu,epochs,remat_multiplier,include_attention,causal,record_count,total_tokens,sum_seq_len_squared,total_flops,base_6nd_flops,attention_flops,total_flops_pretty,hours,gpu_hours,price_per_gpu_hour,cost
+Qwen/Qwen3-0.6B,8xa100,causal,600000000.0,28,1024,8,312.0,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,6.892827832691165e+18,4.7415090888e+18,2.1513187438911652e+18,6.893 EFLOPs,1.9177427864280532,15.341942291424425,,
+Qwen/Qwen3-0.6B,8xh100,causal,600000000.0,28,1024,8,989.5,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,6.892827832691165e+18,4.7415090888e+18,2.1513187438911652e+18,6.893 EFLOPs,0.6046849412486635,4.837479529989308,,
+Qwen/Qwen3-0.6B,8xb200,causal,600000000.0,28,1024,8,2250.0,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,6.892827832691165e+18,4.7415090888e+18,2.1513187438911652e+18,6.893 EFLOPs,0.26592699971802336,2.127415997744187,,
+Qwen/Qwen3-1.7B,8xa100,causal,1700000000.0,28,2048,8,312.0,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,1.7736913239382331e+19,1.34342757516e+19,4.3026374877823304e+18,17.737 EFLOPs,4.934816049952794,39.478528399622355,,
+Qwen/Qwen3-1.7B,8xh100,causal,1700000000.0,28,2048,8,989.5,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,1.7736913239382331e+19,1.34342757516e+19,4.3026374877823304e+18,17.737 EFLOPs,1.5560006140326144,12.448004912260915,,
+Qwen/Qwen3-1.7B,8xb200,causal,1700000000.0,28,2048,8,2250.0,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,1.7736913239382331e+19,1.34342757516e+19,4.3026374877823304e+18,17.737 EFLOPs,0.6842944922601207,5.474355938080966,,
+Qwen/Qwen3-4B,8xa100,causal,4000000000.0,36,2560,8,312.0,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,3.852501369736446e+19,3.1610060592e+19,6.91495310536446e+18,38.525 EFLOPs,10.718542361490735,85.74833889192588,,
+Qwen/Qwen3-4B,8xh100,causal,4000000000.0,36,2560,8,989.5,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,3.852501369736446e+19,3.1610060592e+19,6.91495310536446e+18,38.525 EFLOPs,3.3796717703740367,27.037374162992293,,
+Qwen/Qwen3-4B,8xb200,causal,4000000000.0,36,2560,8,2250.0,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,3.852501369736446e+19,3.1610060592e+19,6.91495310536446e+18,38.525 EFLOPs,1.486304540793382,11.890436326347055,,
+Qwen/Qwen3-8B,8xa100,causal,8000000000.0,36,4096,8,312.0,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,7.428404615258314e+19,6.3220121184e+19,1.1063924968583135e+19,74.284 EFLOPs,20.667525305094575,165.3402024407566,,
+Qwen/Qwen3-8B,8xh100,causal,8000000000.0,36,4096,8,989.5,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,7.428404615258314e+19,6.3220121184e+19,1.1063924968583135e+19,74.284 EFLOPs,6.516693173511378,52.13354538809102,,
+Qwen/Qwen3-8B,8xb200,causal,8000000000.0,36,4096,8,2250.0,0.4,1.0,1.0,True,True,994839,1317085858.0,12505340540662.0,7.428404615258314e+19,6.3220121184e+19,1.1063924968583135e+19,74.284 EFLOPs,2.865896842306448,22.927174738451583,,
+Qwen/Qwen3-0.6B,8xa100,bidirectional,600000000.0,28,1024,8,312.0,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,9.04414657658233e+18,4.7415090888e+18,4.3026374877823304e+18,9.044 EFLOPs,2.5162890003400804,20.130312002720643,,
+Qwen/Qwen3-0.6B,8xh100,bidirectional,600000000.0,28,1024,8,989.5,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,9.04414657658233e+18,4.7415090888e+18,4.3026374877823304e+18,9.044 EFLOPs,0.7934130046549824,6.3473040372398595,,
+Qwen/Qwen3-0.6B,8xb200,bidirectional,600000000.0,28,1024,8,2250.0,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,9.04414657658233e+18,4.7415090888e+18,4.3026374877823304e+18,9.044 EFLOPs,0.3489254080471578,2.7914032643772626,,
+Qwen/Qwen3-1.7B,8xa100,bidirectional,1700000000.0,28,2048,8,312.0,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,2.203955072716466e+19,1.34342757516e+19,8.605274975564661e+18,22.040 EFLOPs,6.131908477776849,49.055267822214795,,
+Qwen/Qwen3-1.7B,8xh100,bidirectional,1700000000.0,28,2048,8,989.5,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,2.203955072716466e+19,1.34342757516e+19,8.605274975564661e+18,22.040 EFLOPs,1.9334567408452519,15.467653926762015,,
+Qwen/Qwen3-1.7B,8xb200,bidirectional,1700000000.0,28,2048,8,2250.0,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,2.203955072716466e+19,1.34342757516e+19,8.605274975564661e+18,22.040 EFLOPs,0.8502913089183897,6.802330471347117,,
+Qwen/Qwen3-4B,8xa100,bidirectional,4000000000.0,36,2560,8,312.0,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,4.543996680272892e+19,3.1610060592e+19,1.382990621072892e+19,45.440 EFLOPs,12.642440906207966,101.13952724966373,,
+Qwen/Qwen3-4B,8xh100,bidirectional,4000000000.0,36,2560,8,989.5,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,4.543996680272892e+19,3.1610060592e+19,1.382990621072892e+19,45.440 EFLOPs,3.986297688465776,31.890381507726207,,
+Qwen/Qwen3-4B,8xb200,bidirectional,4000000000.0,36,2560,8,2250.0,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,4.543996680272892e+19,3.1610060592e+19,1.382990621072892e+19,45.440 EFLOPs,1.7530851389941713,14.02468111195337,,
+Qwen/Qwen3-8B,8xa100,bidirectional,8000000000.0,36,4096,8,312.0,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,8.534797112116627e+19,6.3220121184e+19,2.212784993716627e+19,85.348 EFLOPs,23.745762976642144,189.96610381313715,,
+Qwen/Qwen3-8B,8xh100,bidirectional,8000000000.0,36,4096,8,989.5,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,8.534797112116627e+19,6.3220121184e+19,2.212784993716627e+19,85.348 EFLOPs,7.48729464245816,59.89835713966528,,
+Qwen/Qwen3-8B,8xb200,bidirectional,8000000000.0,36,4096,8,2250.0,0.4,1.0,1.0,True,False,994839,1317085858.0,12505340540662.0,8.534797112116627e+19,6.3220121184e+19,2.212784993716627e+19,85.348 EFLOPs,3.292745799427711,26.34196639542169,,

reports/dataset_analysis/Bee-Training-Data-Stage1/assets/image_size_stats/index.html

@@ -0,0 +1,444 @@
+<!doctype html>
+<html lang="en">
+<head>
+  <meta charset="utf-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1">
+  <title>Image Size Statistics</title>
+  <style>
+    :root {
+      color-scheme: light;
+      --bg: #f7f8fa;
+      --panel: #ffffff;
+      --text: #20242a;
+      --muted: #667085;
+      --line: #d9dee7;
+      --accent: #246b8f;
+      --accent-soft: #e5f3f8;
+      --warning: #8a4b00;
+      --warning-soft: #fff4db;
+    }
+    * { box-sizing: border-box; }
+    body {
+      margin: 0;
+      background: var(--bg);
+      color: var(--text);
+      font-family: system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
+      line-height: 1.5;
+    }
+    main {
+      width: min(1180px, calc(100% - 40px));
+      margin: 0 auto;
+      padding: 32px 0 48px;
+    }
+    header, section { margin-bottom: 28px; }
+    h1, h2, h3, p { margin-top: 0; }
+    h1 { margin-bottom: 4px; font-size: 32px; line-height: 1.2; }
+    h2 { margin-bottom: 12px; font-size: 20px; }
+    h3 { margin-bottom: 12px; font-size: 18px; }
+    a { color: var(--accent); }
+    code {
+      overflow-wrap: anywhere;
+      font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, monospace;
+      font-size: 0.92em;
+    }
+    .muted { color: var(--muted); }
+    .warning {
+      margin-bottom: 12px;
+      border: 1px solid #efc66d;
+      border-radius: 8px;
+      background: var(--warning-soft);
+      color: var(--warning);
+      padding: 10px 12px;
+    }
+    .panel {
+      background: var(--panel);
+      border: 1px solid var(--line);
+      border-radius: 8px;
+      padding: 18px;
+    }
+    .grid {
+      display: grid;
+      grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
+      gap: 12px;
+    }
+    .card {
+      background: var(--panel);
+      border: 1px solid var(--line);
+      border-radius: 8px;
+      padding: 14px 16px;
+    }
+    .card .label { color: var(--muted); font-size: 13px; }
+    .card .value { margin-top: 4px; font-size: 24px; font-weight: 700; }
+    dl {
+      display: grid;
+      grid-template-columns: max-content minmax(0, 1fr);
+      gap: 8px 16px;
+      margin: 0;
+    }
+    dt { color: var(--muted); font-weight: 600; }
+    dd { margin: 0; min-width: 0; }
+    table {
+      width: 100%;
+      border-collapse: collapse;
+      background: var(--panel);
+      border: 1px solid var(--line);
+      border-radius: 8px;
+      overflow: hidden;
+    }
+    th, td {
+      padding: 10px 12px;
+      border-bottom: 1px solid var(--line);
+      text-align: right;
+      white-space: nowrap;
+    }
+    th {
+      background: var(--accent-soft);
+      color: #17465e;
+      font-size: 13px;
+      font-weight: 700;
+    }
+    th:first-child, td:first-child { text-align: left; }
+    tr:last-child td { border-bottom: 0; }
+    .table-wrap { overflow-x: auto; }
+    .plots {
+      display: grid;
+      grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
+      gap: 14px;
+    }
+    figure { margin: 0; }
+    img {
+      width: 100%;
+      height: auto;
+      display: block;
+      border: 1px solid var(--line);
+      border-radius: 6px;
+      background: white;
+    }
+    figcaption { margin-top: 6px; color: var(--muted); font-size: 13px; }
+    details summary { cursor: pointer; color: var(--accent); font-weight: 600; }
+    ul { margin: 12px 0 0; padding-left: 20px; }
+    @media (max-width: 640px) {
+      main { width: min(100% - 24px, 1180px); padding-top: 20px; }
+      dl { grid-template-columns: 1fr; gap: 2px 0; }
+      dt { margin-top: 8px; }
+    }
+  </style>
+</head>
+<body>
+  <main>
+    <header>
+      <h1>Image Size Statistics</h1>
+      <p class="muted">Created 2026-05-12T02:35:29.136394+00:00</p>
+    </header>
+
+    
+
+    <section class="panel">
+      <h2>Run</h2>
+      <dl>
+        <dt>Input path</dt>
+        <dd><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1</code></dd>
+        <dt>Output path</dt>
+        <dd><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/image_size_stats/Bee-Training-Data-Stage1</code></dd>
+        <dt>Histogram bins</dt>
+        <dd>100</dd>
+        <dt>Line max points</dt>
+        <dd>20,000</dd>
+        <dt>Script version</dt>
+        <dd>2</dd>
+        <dt>Artifacts</dt>
+        <dd><a href="summary.json">summary.json</a> and <a href="summary.csv">summary.csv</a></dd>
+      </dl>
+    </section>
+
+    <section>
+      <h2>Overview</h2>
+      <div class="grid">
+        <div class="card">
+  <div class="label">Records</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Image Samples</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Images</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Invalid Image Entries</div>
+  <div class="value">0</div>
+</div>
+      </div>
+    </section>
+
+    <section>
+      <h2>Metrics</h2>
+      <div class="table-wrap">
+        <table>
+          <thead>
+            <tr>
+              <th>Metric</th>
+              <th>Count</th>
+              <th>Total</th>
+              <th>Average</th>
+              <th>P0</th>
+              <th>P25</th>
+              <th>P50</th>
+              <th>P75</th>
+              <th>P90</th>
+              <th>P99</th>
+              <th>P100</th>
+            </tr>
+          </thead>
+          <tbody>
+            <tr><td>Height</td><td>994,839</td><td>475,147,213</td><td>477.61</td><td>150</td><td>336</td><td>336</td><td>504</td><td>800</td><td>1,848</td><td>12,150</td></tr>
+<tr><td>Width</td><td>994,839</td><td>464,631,381</td><td>467.04</td><td>150</td><td>336</td><td>373</td><td>504</td><td>700</td><td>1,600</td><td>12,192</td></tr>
+<tr><td>Aspect Ratio (w:h)</td><td>994,839</td><td>1,048,244.81</td><td>1.05</td><td>0.06</td><td>0.75</td><td>1</td><td>1.33</td><td>1.50</td><td>2.01</td><td>36.29</td></tr>
+<tr><td>Orientation-Independent Aspect Ratio</td><td>994,839</td><td>1,315,653.11</td><td>1.32</td><td>1</td><td>1</td><td>1.33</td><td>1.50</td><td>1.78</td><td>2.41</td><td>36.29</td></tr>
+<tr><td>Total Pixels</td><td>994,839</td><td>292,681,138,595</td><td>294,199.50</td><td>22,500</td><td>112,896</td><td>150,800</td><td>213,696</td><td>539,750</td><td>2,503,800</td><td>101,756,928</td></tr>
+          </tbody>
+        </table>
+      </div>
+    </section>
+
+    <section>
+      <h2>Plots</h2>
+      <article class="panel">
+  <h3>Height</h3>
+  <h4>Histogram</h4>
+  <div class="plots">
+    <figure>
+      <img src="height_histogram_full.png" alt="Height P0-P100 histogram">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="height_histogram_p0_p99.png" alt="Height P0-P99 histogram">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+  <h4>Sorted Values</h4>
+  <div class="plots">
+    <figure>
+      <img src="height_sorted_line_full.png" alt="Height P0-P100 sorted line">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="height_sorted_line_p0_p99.png" alt="Height P0-P99 sorted line">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+</article>
+<article class="panel">
+  <h3>Width</h3>
+  <h4>Histogram</h4>
+  <div class="plots">
+    <figure>
+      <img src="width_histogram_full.png" alt="Width P0-P100 histogram">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="width_histogram_p0_p99.png" alt="Width P0-P99 histogram">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+  <h4>Sorted Values</h4>
+  <div class="plots">
+    <figure>
+      <img src="width_sorted_line_full.png" alt="Width P0-P100 sorted line">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="width_sorted_line_p0_p99.png" alt="Width P0-P99 sorted line">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+</article>
+<article class="panel">
+  <h3>Aspect Ratio (w:h)</h3>
+  <h4>Histogram</h4>
+  <div class="plots">
+    <figure>
+      <img src="aspect_ratio_histogram_full.png" alt="Aspect Ratio (w:h) P0-P100 histogram">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="aspect_ratio_histogram_p0_p99.png" alt="Aspect Ratio (w:h) P0-P99 histogram">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+  <h4>Sorted Values</h4>
+  <div class="plots">
+    <figure>
+      <img src="aspect_ratio_sorted_line_full.png" alt="Aspect Ratio (w:h) P0-P100 sorted line">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="aspect_ratio_sorted_line_p0_p99.png" alt="Aspect Ratio (w:h) P0-P99 sorted line">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+</article>
+<article class="panel">
+  <h3>Orientation-Independent Aspect Ratio</h3>
+  <h4>Histogram</h4>
+  <div class="plots">
+    <figure>
+      <img src="orientation_independent_aspect_ratio_histogram_full.png" alt="Orientation-Independent Aspect Ratio P0-P100 histogram">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="orientation_independent_aspect_ratio_histogram_p0_p99.png" alt="Orientation-Independent Aspect Ratio P0-P99 histogram">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+  <h4>Sorted Values</h4>
+  <div class="plots">
+    <figure>
+      <img src="orientation_independent_aspect_ratio_sorted_line_full.png" alt="Orientation-Independent Aspect Ratio P0-P100 sorted line">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="orientation_independent_aspect_ratio_sorted_line_p0_p99.png" alt="Orientation-Independent Aspect Ratio P0-P99 sorted line">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+</article>
+<article class="panel">
+  <h3>Total Pixels</h3>
+  <h4>Histogram</h4>
+  <div class="plots">
+    <figure>
+      <img src="total_pixels_histogram_full.png" alt="Total Pixels P0-P100 histogram">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="total_pixels_histogram_p0_p99.png" alt="Total Pixels P0-P99 histogram">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+  <h4>Sorted Values</h4>
+  <div class="plots">
+    <figure>
+      <img src="total_pixels_sorted_line_full.png" alt="Total Pixels P0-P100 sorted line">
+      <figcaption>P0-P100 range</figcaption>
+    </figure>
+    <figure>
+      <img src="total_pixels_sorted_line_p0_p99.png" alt="Total Pixels P0-P99 sorted line">
+      <figcaption>P0-P99 range</figcaption>
+    </figure>
+  </div>
+</article>
+    </section>
+
+    <section class="panel">
+      <details>
+        <summary>Input files (100)</summary>
+        <ul>
+          <li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000000_data__train-00000-of-00100_2a31242428.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000001_data__train-00001-of-00100_3d111f0a0b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000002_data__train-00002-of-00100_2d229bcfee.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000003_data__train-00003-of-00100_6f5a47cc3d.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000004_data__train-00004-of-00100_55ae3dfaf2.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000005_data__train-00005-of-00100_f710969bb0.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000006_data__train-00006-of-00100_68f1b794a9.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000007_data__train-00007-of-00100_58e8d316c9.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000008_data__train-00008-of-00100_bbf84c59ef.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000009_data__train-00009-of-00100_8a65aa7f49.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000010_data__train-00010-of-00100_c93788d840.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000011_data__train-00011-of-00100_2e8c3381e0.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000012_data__train-00012-of-00100_c7dd210f76.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000013_data__train-00013-of-00100_1bc7423b38.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000014_data__train-00014-of-00100_c2620886f9.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000015_data__train-00015-of-00100_376c50d534.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000016_data__train-00016-of-00100_ed2e20ebd7.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000017_data__train-00017-of-00100_eb9f1e40ca.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000018_data__train-00018-of-00100_25ff22201b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000019_data__train-00019-of-00100_567ca598ba.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000020_data__train-00020-of-00100_387bed7e5f.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000021_data__train-00021-of-00100_bceaf4aa14.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000022_data__train-00022-of-00100_d46f6e0b60.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000023_data__train-00023-of-00100_07606cb492.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000024_data__train-00024-of-00100_027732f631.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000025_data__train-00025-of-00100_4a314bb28a.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000026_data__train-00026-of-00100_0bb8097661.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000027_data__train-00027-of-00100_ac7ee13f6b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000028_data__train-00028-of-00100_16bbb295c8.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000029_data__train-00029-of-00100_dff91731e6.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000030_data__train-00030-of-00100_83c0f2cfc3.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000031_data__train-00031-of-00100_f8cd0b94a0.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000032_data__train-00032-of-00100_58cb7b956e.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000033_data__train-00033-of-00100_3704861479.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000034_data__train-00034-of-00100_eb8109b3aa.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000035_data__train-00035-of-00100_f27be582be.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000036_data__train-00036-of-00100_e110947354.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000037_data__train-00037-of-00100_47c5447f6c.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000038_data__train-00038-of-00100_6bc645b023.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000039_data__train-00039-of-00100_93c062adde.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000040_data__train-00040-of-00100_165c4eaf23.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000041_data__train-00041-of-00100_60d67e6f56.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000042_data__train-00042-of-00100_c8e793c058.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000043_data__train-00043-of-00100_3fc5641b1b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000044_data__train-00044-of-00100_aebb8732c5.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000045_data__train-00045-of-00100_fd6aa0884e.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000046_data__train-00046-of-00100_83c9a00ac9.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000047_data__train-00047-of-00100_bc4a00fafa.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000048_data__train-00048-of-00100_92ed41315c.jsonl</code></li>
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+      color: var(--muted);
+      font-size: 13px;
+    }
+    ul {
+      margin: 12px 0 0;
+      padding-left: 20px;
+    }
+    .artifact-links {
+      display: flex;
+      flex-wrap: wrap;
+      gap: 10px;
+      margin-top: 12px;
+    }
+    .artifact-links a {
+      display: inline-flex;
+      align-items: center;
+      min-height: 28px;
+      padding: 3px 9px;
+      border: 1px solid var(--line);
+      border-radius: 6px;
+      background: #fbfcfd;
+      text-decoration: none;
+      font-size: 13px;
+      font-weight: 650;
+    }
+    details summary {
+      cursor: pointer;
+      color: var(--accent);
+      font-weight: 650;
+    }
+    @media (max-width: 640px) {
+      main {
+        width: min(100% - 24px, 1240px);
+        padding-top: 20px;
+      }
+      dl {
+        grid-template-columns: 1fr;
+        gap: 2px 0;
+      }
+      .image-size-plot-row {
+        grid-template-columns: 1fr;
+      }
+      dt {
+        margin-top: 8px;
+      }
+    }
+  </style>
+</head>
+<body>
+  <main>
+    <header>
+      <h1>Bee-Training-Data-Stage1</h1>
+      <div class="status-row">
+        <span>Created 2026-05-12T18:58:53.073420+00:00</span>
+        <span class="badge ok">Token stats: available</span>
+        <span class="badge ok">FLOPs: available</span>
+        <span class="badge ok">Image sizes: available</span>
+        <span class="badge">Dataset analysis v1</span>
+      </div>
+    </header>
+    
+    <section class="section-stack">
+      <div class="panel">
+        <h2>Token Statistics</h2>
+        <dl>
+          <dt>Created</dt>
+          <dd>2026-05-12T04:40:11.729537+00:00</dd>
+          <dt>Input path</dt>
+          <dd><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1</code></dd>
+          <dt>Output path</dt>
+          <dd><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_stats/Bee-Training-Data-Stage1</code></dd>
+          <dt>Patch size</dt>
+          <dd>16 x 16</dd>
+          <dt>Histogram bins</dt>
+          <dd>100</dd>
+        </dl>
+        <div class="artifact-links">
+          <a href="assets/summary.csv">summary.csv</a>
+<a href="assets/summary.json">summary.json</a>
+        </div>
+      </div>
+      <div>
+        <h2>Token Overview</h2>
+        <div class="grid">
+          <div class="card">
+  <div class="label">Records</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Image Samples</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Images</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Invalid Image Entries</div>
+  <div class="value">0</div>
+</div>
+        </div>
+      </div>
+      <div>
+        <h2>Token Metrics</h2>
+        <div class="table-wrap">
+          <table>
+            <thead>
+              <tr>
+                <th>Metric</th>
+                <th>Count</th>
+                <th>Total</th>
+                <th>Average</th>
+                <th>P0</th>
+                <th>P25</th>
+                <th>P50</th>
+                <th>P75</th>
+                <th>P90</th>
+                <th>P99</th>
+                <th>P100</th>
+              </tr>
+            </thead>
+            <tbody>
+              <tr><td>Text Tokens</td><td>994,839</td><td>158,890,242</td><td>160</td><td>13</td><td>26</td><td>35</td><td>280</td><td>424</td><td>639</td><td>4,122</td></tr>
+<tr><td>Image Tokens</td><td>994,839</td><td>1,158,195,616</td><td>1,164</td><td>100</td><td>441</td><td>600</td><td>850</td><td>2,160</td><td>9,840</td><td>397,488</td></tr>
+<tr><td>Total Tokens</td><td>994,839</td><td>1,317,085,858</td><td>1,324</td><td>191</td><td>535</td><td>694</td><td>1,104</td><td>2,474</td><td>10,177</td><td>397,878</td></tr>
+            </tbody>
+          </table>
+        </div>
+      </div>
+      <div>
+        <h2>Token Histograms</h2>
+        <div class="section-stack">
+          <article class="panel">
+            <h3>Text Tokens</h3>
+            <div class="histograms">
+              <figure>
+              <img src="assets/text_tokens_histogram_full.png" alt="Text Tokens full range histogram">
+              <figcaption>Full range</figcaption>
+            </figure><figure>
+              <img src="assets/text_tokens_histogram_p0_p99.png" alt="Text Tokens p0-p99 range histogram">
+              <figcaption>P0-P99 range</figcaption>
+            </figure>
+            </div>
+          </article>
+<article class="panel">
+            <h3>Image Tokens</h3>
+            <div class="histograms">
+              <figure>
+              <img src="assets/image_tokens_histogram_full.png" alt="Image Tokens full range histogram">
+              <figcaption>Full range</figcaption>
+            </figure><figure>
+              <img src="assets/image_tokens_histogram_p0_p99.png" alt="Image Tokens p0-p99 range histogram">
+              <figcaption>P0-P99 range</figcaption>
+            </figure>
+            </div>
+          </article>
+<article class="panel">
+            <h3>Total Tokens</h3>
+            <div class="histograms">
+              <figure>
+              <img src="assets/total_tokens_histogram_full.png" alt="Total Tokens full range histogram">
+              <figcaption>Full range</figcaption>
+            </figure><figure>
+              <img src="assets/total_tokens_histogram_p0_p99.png" alt="Total Tokens p0-p99 range histogram">
+              <figcaption>P0-P99 range</figcaption>
+            </figure>
+            </div>
+          </article>
+        </div>
+      </div>
+    </section>
+    <section class="section-stack">
+      <div class="panel">
+        <h2>FLOPs Estimates</h2>
+        <dl>
+          <dt>Created</dt>
+          <dd>2026-05-12T02:35:38.500960+00:00</dd>
+          <dt>Input path</dt>
+          <dd><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1</code></dd>
+          <dt>Output path</dt>
+          <dd><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/flops_estimation/Bee-Training-Data-Stage1</code></dd>
+          <dt>Patch size</dt>
+          <dd>16 x 16</dd>
+          <dt>Epochs</dt>
+          <dd>1</dd>
+          <dt>MFU</dt>
+          <dd>0.4</dd>
+          <dt>Remat multiplier</dt>
+          <dd>1</dd>
+          <dt>Attention mode</dt>
+          <dd>both</dd>
+          <dt>Total tokens</dt>
+          <dd>1,317,085,858</dd>
+          <dt>Sum seq len squared</dt>
+          <dd>12,505,340,540,662</dd>
+        </dl>
+        <div class="artifact-links">
+          <a href="assets/estimates.csv">estimates.csv</a>
+<a href="assets/estimates.json">estimates.json</a>
+        </div>
+      </div>
+      <div>
+        <h2>FLOPS and Cost Estimates</h2>
+        <div class="table-wrap">
+          <table>
+            <thead>
+              <tr>
+                <th>Model</th>
+                <th>Hardware</th>
+                <th>Attention</th>
+                <th>Total FLOPs</th>
+                <th>6ND FLOPs</th>
+                <th>Attn FLOPs</th>
+                <th>Hours</th>
+                <th>GPU-hours</th>
+                <th>Cost</th>
+                <th>Params</th>
+                <th>Layers</th>
+                <th>d_model</th>
+              </tr>
+            </thead>
+            <tbody>
+              <tr><td>Qwen/Qwen3-0.6B</td><td>8xa100</td><td>causal</td><td>6.893 EFLOPS</td><td>4.742 EFLOPS</td><td>2.151 EFLOPS</td><td>1.918</td><td>15.342</td><td>N/A</td><td>600M</td><td>28</td><td>1,024</td></tr>
+<tr><td>Qwen/Qwen3-0.6B</td><td>8xh100</td><td>causal</td><td>6.893 EFLOPS</td><td>4.742 EFLOPS</td><td>2.151 EFLOPS</td><td>0.605</td><td>4.837</td><td>N/A</td><td>600M</td><td>28</td><td>1,024</td></tr>
+<tr><td>Qwen/Qwen3-0.6B</td><td>8xb200</td><td>causal</td><td>6.893 EFLOPS</td><td>4.742 EFLOPS</td><td>2.151 EFLOPS</td><td>0.266</td><td>2.127</td><td>N/A</td><td>600M</td><td>28</td><td>1,024</td></tr>
+<tr><td>Qwen/Qwen3-1.7B</td><td>8xa100</td><td>causal</td><td>17.737 EFLOPS</td><td>13.434 EFLOPS</td><td>4.303 EFLOPS</td><td>4.935</td><td>39.479</td><td>N/A</td><td>1.7B</td><td>28</td><td>2,048</td></tr>
+<tr><td>Qwen/Qwen3-1.7B</td><td>8xh100</td><td>causal</td><td>17.737 EFLOPS</td><td>13.434 EFLOPS</td><td>4.303 EFLOPS</td><td>1.556</td><td>12.448</td><td>N/A</td><td>1.7B</td><td>28</td><td>2,048</td></tr>
+<tr><td>Qwen/Qwen3-1.7B</td><td>8xb200</td><td>causal</td><td>17.737 EFLOPS</td><td>13.434 EFLOPS</td><td>4.303 EFLOPS</td><td>0.684</td><td>5.474</td><td>N/A</td><td>1.7B</td><td>28</td><td>2,048</td></tr>
+<tr><td>Qwen/Qwen3-4B</td><td>8xa100</td><td>causal</td><td>38.525 EFLOPS</td><td>31.61 EFLOPS</td><td>6.915 EFLOPS</td><td>10.719</td><td>85.748</td><td>N/A</td><td>4B</td><td>36</td><td>2,560</td></tr>
+<tr><td>Qwen/Qwen3-4B</td><td>8xh100</td><td>causal</td><td>38.525 EFLOPS</td><td>31.61 EFLOPS</td><td>6.915 EFLOPS</td><td>3.380</td><td>27.037</td><td>N/A</td><td>4B</td><td>36</td><td>2,560</td></tr>
+<tr><td>Qwen/Qwen3-4B</td><td>8xb200</td><td>causal</td><td>38.525 EFLOPS</td><td>31.61 EFLOPS</td><td>6.915 EFLOPS</td><td>1.486</td><td>11.890</td><td>N/A</td><td>4B</td><td>36</td><td>2,560</td></tr>
+<tr><td>Qwen/Qwen3-8B</td><td>8xa100</td><td>causal</td><td>74.284 EFLOPS</td><td>63.22 EFLOPS</td><td>11.064 EFLOPS</td><td>20.668</td><td>165.340</td><td>N/A</td><td>8B</td><td>36</td><td>4,096</td></tr>
+<tr><td>Qwen/Qwen3-8B</td><td>8xh100</td><td>causal</td><td>74.284 EFLOPS</td><td>63.22 EFLOPS</td><td>11.064 EFLOPS</td><td>6.517</td><td>52.134</td><td>N/A</td><td>8B</td><td>36</td><td>4,096</td></tr>
+<tr><td>Qwen/Qwen3-8B</td><td>8xb200</td><td>causal</td><td>74.284 EFLOPS</td><td>63.22 EFLOPS</td><td>11.064 EFLOPS</td><td>2.866</td><td>22.927</td><td>N/A</td><td>8B</td><td>36</td><td>4,096</td></tr>
+<tr><td>Qwen/Qwen3-0.6B</td><td>8xa100</td><td>bidirectional</td><td>9.044 EFLOPS</td><td>4.742 EFLOPS</td><td>4.303 EFLOPS</td><td>2.516</td><td>20.130</td><td>N/A</td><td>600M</td><td>28</td><td>1,024</td></tr>
+<tr><td>Qwen/Qwen3-0.6B</td><td>8xh100</td><td>bidirectional</td><td>9.044 EFLOPS</td><td>4.742 EFLOPS</td><td>4.303 EFLOPS</td><td>0.793</td><td>6.347</td><td>N/A</td><td>600M</td><td>28</td><td>1,024</td></tr>
+<tr><td>Qwen/Qwen3-0.6B</td><td>8xb200</td><td>bidirectional</td><td>9.044 EFLOPS</td><td>4.742 EFLOPS</td><td>4.303 EFLOPS</td><td>0.349</td><td>2.791</td><td>N/A</td><td>600M</td><td>28</td><td>1,024</td></tr>
+<tr><td>Qwen/Qwen3-1.7B</td><td>8xa100</td><td>bidirectional</td><td>22.04 EFLOPS</td><td>13.434 EFLOPS</td><td>8.605 EFLOPS</td><td>6.132</td><td>49.055</td><td>N/A</td><td>1.7B</td><td>28</td><td>2,048</td></tr>
+<tr><td>Qwen/Qwen3-1.7B</td><td>8xh100</td><td>bidirectional</td><td>22.04 EFLOPS</td><td>13.434 EFLOPS</td><td>8.605 EFLOPS</td><td>1.933</td><td>15.468</td><td>N/A</td><td>1.7B</td><td>28</td><td>2,048</td></tr>
+<tr><td>Qwen/Qwen3-1.7B</td><td>8xb200</td><td>bidirectional</td><td>22.04 EFLOPS</td><td>13.434 EFLOPS</td><td>8.605 EFLOPS</td><td>0.850</td><td>6.802</td><td>N/A</td><td>1.7B</td><td>28</td><td>2,048</td></tr>
+<tr><td>Qwen/Qwen3-4B</td><td>8xa100</td><td>bidirectional</td><td>45.44 EFLOPS</td><td>31.61 EFLOPS</td><td>13.83 EFLOPS</td><td>12.642</td><td>101.140</td><td>N/A</td><td>4B</td><td>36</td><td>2,560</td></tr>
+<tr><td>Qwen/Qwen3-4B</td><td>8xh100</td><td>bidirectional</td><td>45.44 EFLOPS</td><td>31.61 EFLOPS</td><td>13.83 EFLOPS</td><td>3.986</td><td>31.890</td><td>N/A</td><td>4B</td><td>36</td><td>2,560</td></tr>
+<tr><td>Qwen/Qwen3-4B</td><td>8xb200</td><td>bidirectional</td><td>45.44 EFLOPS</td><td>31.61 EFLOPS</td><td>13.83 EFLOPS</td><td>1.753</td><td>14.025</td><td>N/A</td><td>4B</td><td>36</td><td>2,560</td></tr>
+<tr><td>Qwen/Qwen3-8B</td><td>8xa100</td><td>bidirectional</td><td>85.348 EFLOPS</td><td>63.22 EFLOPS</td><td>22.128 EFLOPS</td><td>23.746</td><td>189.966</td><td>N/A</td><td>8B</td><td>36</td><td>4,096</td></tr>
+<tr><td>Qwen/Qwen3-8B</td><td>8xh100</td><td>bidirectional</td><td>85.348 EFLOPS</td><td>63.22 EFLOPS</td><td>22.128 EFLOPS</td><td>7.487</td><td>59.898</td><td>N/A</td><td>8B</td><td>36</td><td>4,096</td></tr>
+<tr><td>Qwen/Qwen3-8B</td><td>8xb200</td><td>bidirectional</td><td>85.348 EFLOPS</td><td>63.22 EFLOPS</td><td>22.128 EFLOPS</td><td>3.293</td><td>26.342</td><td>N/A</td><td>8B</td><td>36</td><td>4,096</td></tr>
+            </tbody>
+          </table>
+        </div>
+      </div>
+      <div>
+        <h2>FLOPS Units</h2>
+        <div class="table-wrap">
+          <table>
+            <thead>
+              <tr>
+                <th>Unit</th>
+                <th>Power</th>
+                <th>Meaning</th>
+              </tr>
+            </thead>
+            <tbody>
+              <tr><td>KFLOPS</td><td>10^3</td><td>Thousands of FLOPs</td></tr>
+<tr><td>MFLOPS</td><td>10^6</td><td>Millions of FLOPs</td></tr>
+<tr><td>GFLOPS</td><td>10^9</td><td>Billions of FLOPs</td></tr>
+<tr><td>TFLOPS</td><td>10^12</td><td>Trillions of FLOPs</td></tr>
+<tr><td>PFLOPS</td><td>10^15</td><td>Quadrillions of FLOPs</td></tr>
+<tr><td>EFLOPS</td><td>10^18</td><td>Quintillions of FLOPs</td></tr>
+<tr><td>ZFLOPS</td><td>10^21</td><td>Sextillions of FLOPs</td></tr>
+<tr><td>YFLOPS</td><td>10^24</td><td>Septillions of FLOPs</td></tr>
+            </tbody>
+          </table>
+        </div>
+      </div>
+    </section>
+    <section class="section-stack">
+      <div class="panel">
+        <h2>Image Size Statistics</h2>
+        <dl>
+          <dt>Created</dt>
+          <dd>2026-05-12T02:35:29.136394+00:00</dd>
+          <dt>Input path</dt>
+          <dd><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1</code></dd>
+          <dt>Output path</dt>
+          <dd><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/image_size_stats/Bee-Training-Data-Stage1</code></dd>
+          <dt>Histogram bins</dt>
+          <dd>100</dd>
+          <dt>Line max points</dt>
+          <dd>20,000</dd>
+          <dt>Script version</dt>
+          <dd>2</dd>
+        </dl>
+        <div class="artifact-links">
+          <a href="assets/image_size_stats/aspect_ratio_histogram_full.png">aspect_ratio_histogram_full.png</a>
+<a href="assets/image_size_stats/aspect_ratio_histogram_p0_p99.png">aspect_ratio_histogram_p0_p99.png</a>
+<a href="assets/image_size_stats/aspect_ratio_sorted_line_full.png">aspect_ratio_sorted_line_full.png</a>
+<a href="assets/image_size_stats/aspect_ratio_sorted_line_p0_p99.png">aspect_ratio_sorted_line_p0_p99.png</a>
+<a href="assets/image_size_stats/height_histogram_full.png">height_histogram_full.png</a>
+<a href="assets/image_size_stats/height_histogram_p0_p99.png">height_histogram_p0_p99.png</a>
+<a href="assets/image_size_stats/height_sorted_line_full.png">height_sorted_line_full.png</a>
+<a href="assets/image_size_stats/height_sorted_line_p0_p99.png">height_sorted_line_p0_p99.png</a>
+<a href="assets/image_size_stats/index.html">index.html</a>
+<a href="assets/image_size_stats/orientation_independent_aspect_ratio_histogram_full.png">orientation_independent_aspect_ratio_histogram_full.png</a>
+<a href="assets/image_size_stats/orientation_independent_aspect_ratio_histogram_p0_p99.png">orientation_independent_aspect_ratio_histogram_p0_p99.png</a>
+<a href="assets/image_size_stats/orientation_independent_aspect_ratio_sorted_line_full.png">orientation_independent_aspect_ratio_sorted_line_full.png</a>
+<a href="assets/image_size_stats/orientation_independent_aspect_ratio_sorted_line_p0_p99.png">orientation_independent_aspect_ratio_sorted_line_p0_p99.png</a>
+<a href="assets/image_size_stats/summary.csv">summary.csv</a>
+<a href="assets/image_size_stats/summary.json">summary.json</a>
+<a href="assets/image_size_stats/total_pixels_histogram_full.png">total_pixels_histogram_full.png</a>
+<a href="assets/image_size_stats/total_pixels_histogram_p0_p99.png">total_pixels_histogram_p0_p99.png</a>
+<a href="assets/image_size_stats/total_pixels_sorted_line_full.png">total_pixels_sorted_line_full.png</a>
+<a href="assets/image_size_stats/total_pixels_sorted_line_p0_p99.png">total_pixels_sorted_line_p0_p99.png</a>
+<a href="assets/image_size_stats/width_histogram_full.png">width_histogram_full.png</a>
+<a href="assets/image_size_stats/width_histogram_p0_p99.png">width_histogram_p0_p99.png</a>
+<a href="assets/image_size_stats/width_sorted_line_full.png">width_sorted_line_full.png</a>
+<a href="assets/image_size_stats/width_sorted_line_p0_p99.png">width_sorted_line_p0_p99.png</a>
+        </div>
+      </div>
+      
+      <div>
+        <h2>Image Size Overview</h2>
+        <div class="grid">
+          <div class="card">
+  <div class="label">Records</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Image Samples</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Images</div>
+  <div class="value">994,839</div>
+</div>
+<div class="card">
+  <div class="label">Invalid Image Entries</div>
+  <div class="value">0</div>
+</div>
+        </div>
+      </div>
+      <div>
+        <h2>Image Size Metrics</h2>
+        <div class="table-wrap">
+          <table>
+            <thead>
+              <tr>
+                <th>Metric</th>
+                <th>Count</th>
+                <th>Total</th>
+                <th>Average</th>
+                <th>P0</th>
+                <th>P25</th>
+                <th>P50</th>
+                <th>P75</th>
+                <th>P90</th>
+                <th>P99</th>
+                <th>P100</th>
+              </tr>
+            </thead>
+            <tbody>
+              <tr><td>Height</td><td>994,839</td><td>475,147,213</td><td>477.61</td><td>150</td><td>336</td><td>336</td><td>504</td><td>800</td><td>1,848</td><td>12,150</td></tr>
+<tr><td>Width</td><td>994,839</td><td>464,631,381</td><td>467.04</td><td>150</td><td>336</td><td>373</td><td>504</td><td>700</td><td>1,600</td><td>12,192</td></tr>
+<tr><td>Aspect Ratio (w:h)</td><td>994,839</td><td>1,048,244.81</td><td>1.05</td><td>0.06</td><td>0.75</td><td>1</td><td>1.33</td><td>1.50</td><td>2.01</td><td>36.29</td></tr>
+<tr><td>Max/Min Aspect Ratio</td><td>994,839</td><td>1,315,653.11</td><td>1.32</td><td>1</td><td>1</td><td>1.33</td><td>1.50</td><td>1.78</td><td>2.41</td><td>36.29</td></tr>
+<tr><td>Total Pixels</td><td>994,839</td><td>292,681,138,595</td><td>294,199.50</td><td>22,500</td><td>112,896</td><td>150,800</td><td>213,696</td><td>539,750</td><td>2,503,800</td><td>101,756,928</td></tr>
+            </tbody>
+          </table>
+        </div>
+      </div>
+      <div>
+        <h2>Image Size Plots</h2>
+        <div class="section-stack">
+          <article class="panel">
+            <h3>Height</h3>
+            <div class="image-size-plot-grid">
+              <div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/height_histogram_full.png" alt="Height P0-P100 histogram">
+              <figcaption>Histogram, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/height_histogram_p0_p99.png" alt="Height P0-P99 histogram">
+              <figcaption>Histogram, P0-P99 range</figcaption>
+            </figure></div><div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/height_sorted_line_full.png" alt="Height P0-P100 sorted line">
+              <figcaption>Sorted values, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/height_sorted_line_p0_p99.png" alt="Height P0-P99 sorted line">
+              <figcaption>Sorted values, P0-P99 range</figcaption>
+            </figure></div>
+            </div>
+          </article>
+<article class="panel">
+            <h3>Width</h3>
+            <div class="image-size-plot-grid">
+              <div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/width_histogram_full.png" alt="Width P0-P100 histogram">
+              <figcaption>Histogram, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/width_histogram_p0_p99.png" alt="Width P0-P99 histogram">
+              <figcaption>Histogram, P0-P99 range</figcaption>
+            </figure></div><div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/width_sorted_line_full.png" alt="Width P0-P100 sorted line">
+              <figcaption>Sorted values, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/width_sorted_line_p0_p99.png" alt="Width P0-P99 sorted line">
+              <figcaption>Sorted values, P0-P99 range</figcaption>
+            </figure></div>
+            </div>
+          </article>
+<article class="panel">
+            <h3>Aspect Ratio (w:h)</h3>
+            <div class="image-size-plot-grid">
+              <div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/aspect_ratio_histogram_full.png" alt="Aspect Ratio (w:h) P0-P100 histogram">
+              <figcaption>Histogram, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/aspect_ratio_histogram_p0_p99.png" alt="Aspect Ratio (w:h) P0-P99 histogram">
+              <figcaption>Histogram, P0-P99 range</figcaption>
+            </figure></div><div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/aspect_ratio_sorted_line_full.png" alt="Aspect Ratio (w:h) P0-P100 sorted line">
+              <figcaption>Sorted values, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/aspect_ratio_sorted_line_p0_p99.png" alt="Aspect Ratio (w:h) P0-P99 sorted line">
+              <figcaption>Sorted values, P0-P99 range</figcaption>
+            </figure></div>
+            </div>
+          </article>
+<article class="panel">
+            <h3>Max/Min Aspect Ratio</h3>
+            <div class="image-size-plot-grid">
+              <div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/orientation_independent_aspect_ratio_histogram_full.png" alt="Max/Min Aspect Ratio P0-P100 histogram">
+              <figcaption>Histogram, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/orientation_independent_aspect_ratio_histogram_p0_p99.png" alt="Max/Min Aspect Ratio P0-P99 histogram">
+              <figcaption>Histogram, P0-P99 range</figcaption>
+            </figure></div><div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/orientation_independent_aspect_ratio_sorted_line_full.png" alt="Max/Min Aspect Ratio P0-P100 sorted line">
+              <figcaption>Sorted values, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/orientation_independent_aspect_ratio_sorted_line_p0_p99.png" alt="Max/Min Aspect Ratio P0-P99 sorted line">
+              <figcaption>Sorted values, P0-P99 range</figcaption>
+            </figure></div>
+            </div>
+          </article>
+<article class="panel">
+            <h3>Total Pixels</h3>
+            <div class="image-size-plot-grid">
+              <div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/total_pixels_histogram_full.png" alt="Total Pixels P0-P100 histogram">
+              <figcaption>Histogram, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/total_pixels_histogram_p0_p99.png" alt="Total Pixels P0-P99 histogram">
+              <figcaption>Histogram, P0-P99 range</figcaption>
+            </figure></div><div class="image-size-plot-row"><figure>
+              <img src="assets/image_size_stats/total_pixels_sorted_line_full.png" alt="Total Pixels P0-P100 sorted line">
+              <figcaption>Sorted values, P0-P100 range</figcaption>
+            </figure><figure>
+              <img src="assets/image_size_stats/total_pixels_sorted_line_p0_p99.png" alt="Total Pixels P0-P99 sorted line">
+              <figcaption>Sorted values, P0-P99 range</figcaption>
+            </figure></div>
+            </div>
+          </article>
+        </div>
+      </div>
+      <div class="panel">
+        <details>
+          <summary>Input files (100)</summary>
+          <ul>
+            <li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000000_data__train-00000-of-00100_2a31242428.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000001_data__train-00001-of-00100_3d111f0a0b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000002_data__train-00002-of-00100_2d229bcfee.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000003_data__train-00003-of-00100_6f5a47cc3d.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000004_data__train-00004-of-00100_55ae3dfaf2.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000005_data__train-00005-of-00100_f710969bb0.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000006_data__train-00006-of-00100_68f1b794a9.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000007_data__train-00007-of-00100_58e8d316c9.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000008_data__train-00008-of-00100_bbf84c59ef.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000009_data__train-00009-of-00100_8a65aa7f49.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000010_data__train-00010-of-00100_c93788d840.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000011_data__train-00011-of-00100_2e8c3381e0.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000012_data__train-00012-of-00100_c7dd210f76.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000013_data__train-00013-of-00100_1bc7423b38.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000014_data__train-00014-of-00100_c2620886f9.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000015_data__train-00015-of-00100_376c50d534.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000016_data__train-00016-of-00100_ed2e20ebd7.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000017_data__train-00017-of-00100_eb9f1e40ca.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000018_data__train-00018-of-00100_25ff22201b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000019_data__train-00019-of-00100_567ca598ba.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000020_data__train-00020-of-00100_387bed7e5f.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000021_data__train-00021-of-00100_bceaf4aa14.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000022_data__train-00022-of-00100_d46f6e0b60.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000023_data__train-00023-of-00100_07606cb492.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000024_data__train-00024-of-00100_027732f631.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000025_data__train-00025-of-00100_4a314bb28a.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000026_data__train-00026-of-00100_0bb8097661.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000027_data__train-00027-of-00100_ac7ee13f6b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000028_data__train-00028-of-00100_16bbb295c8.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000029_data__train-00029-of-00100_dff91731e6.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000030_data__train-00030-of-00100_83c0f2cfc3.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000031_data__train-00031-of-00100_f8cd0b94a0.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000032_data__train-00032-of-00100_58cb7b956e.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000033_data__train-00033-of-00100_3704861479.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000034_data__train-00034-of-00100_eb8109b3aa.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000035_data__train-00035-of-00100_f27be582be.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000036_data__train-00036-of-00100_e110947354.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000037_data__train-00037-of-00100_47c5447f6c.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000038_data__train-00038-of-00100_6bc645b023.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000039_data__train-00039-of-00100_93c062adde.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000040_data__train-00040-of-00100_165c4eaf23.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000041_data__train-00041-of-00100_60d67e6f56.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000042_data__train-00042-of-00100_c8e793c058.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000043_data__train-00043-of-00100_3fc5641b1b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000044_data__train-00044-of-00100_aebb8732c5.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000045_data__train-00045-of-00100_fd6aa0884e.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000046_data__train-00046-of-00100_83c9a00ac9.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000047_data__train-00047-of-00100_bc4a00fafa.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000048_data__train-00048-of-00100_92ed41315c.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000049_data__train-00049-of-00100_f8379a44a8.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000050_data__train-00050-of-00100_81f9c5719b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000051_data__train-00051-of-00100_3d029997bf.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000052_data__train-00052-of-00100_631cad4899.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000053_data__train-00053-of-00100_bf17766cc5.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000054_data__train-00054-of-00100_d192d2065f.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000055_data__train-00055-of-00100_29f53f8e48.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000056_data__train-00056-of-00100_05aa45a3d1.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000057_data__train-00057-of-00100_e5940e07f8.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000058_data__train-00058-of-00100_0983f8d0c0.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000059_data__train-00059-of-00100_21a8b32bff.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000060_data__train-00060-of-00100_b5c792952b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000061_data__train-00061-of-00100_ddf7fcb35e.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000062_data__train-00062-of-00100_0dba67fc9f.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000063_data__train-00063-of-00100_9f983d3a65.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000064_data__train-00064-of-00100_3a83709b0e.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000065_data__train-00065-of-00100_1b4980fa35.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000066_data__train-00066-of-00100_e3f15a3662.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000067_data__train-00067-of-00100_46d62ce319.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000068_data__train-00068-of-00100_7d94b8ce4b.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000069_data__train-00069-of-00100_ceb35d53a8.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000070_data__train-00070-of-00100_759f3a5ea7.jsonl</code></li>
+<li><code>/data/xhuan192/projects/hf-dataset-analyzer/hf-dataset-analyzer/token_count/Bee-Training-Data-Stage1/results/000071_data__train-00071-of-00100_f134d4152d.jsonl</code></li>
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