Datasets:

Languages:
English
ArXiv:
License:
zwq2018 commited on
Commit
950d463
·
verified ·
1 Parent(s): 6c4a1ad

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +6 -0
README.md CHANGED
@@ -74,7 +74,13 @@ In the notebook, you can see keyframes interleaving with text.
74
 
75
 
76
  ## Dataset Statistics
 
77
 
 
 
 
 
 
78
 
79
 
80
  ## Using Our Dataset
 
74
 
75
 
76
  ## Dataset Statistics
77
+ We utilize GPT-4o to synthesize our knowledge taxonomy with 3915 knowledge points across 6 subjects, which enabled us to automatically collect 159K English instructional videos based on this taxonomy.
78
 
79
+ Following our video-totextbook pipeline, we filter 53% low-quality or repetitive videos and retain 75K videos (22,697 class hours) with an average duration of 18 minutes.
80
+
81
+ Then we extract 6.5M keyframes and 0.75B text (ASR+OCR) tokens from these videos. To enhance training efficiency, we concatenate multiple video clips into a single sample, producing a total of 610K interleaved samples. Each sample contains an average of 10.7 keyframes and 1,230 text tokens. The detailed statistics for each subject are shown as follows:
82
+
83
+ <img src="./src/table.png" alt="Image" style="width: 900px;">
84
 
85
 
86
  ## Using Our Dataset