Upload README.md with huggingface_hub
Browse files
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
|