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Add Gemma 3 4B IT recaptions for the first 500,000 images

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+ # Gemma 3 4B IT recaptions
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+
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+ One new caption per image for the first 500,000 pairs of this dataset, in subset order (`index` 0–499,999). The images and original captions stay in the tar shards. Join on `key`.
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+
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+ These captions were written by [google/gemma-3-4b-it](https://huggingface.co/google/gemma-3-4b-it) with vLLM 0.33.0 (bfloat16, greedy decoding, images capped at 896 px on the long side, pan-and-scan off, at most 220 new tokens). Two A6000 GPUs, about 4.3 images/s each.
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+ | Column | Content |
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+ | --- | --- |
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+ | `key` | example key in the tar |
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+ | `source_shard` | tar file name |
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+ | `recap` | the new caption, one paragraph |
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+ | `words` | word count of `recap` |
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+ | `index` | position in the 500,000-pair subset (0–499,999) |
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+
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+ `webdataset_shard_289.parquet` has the first 9,088 images of that shard. Later shards in the 1,000,000-pair subset are not included.
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+ ```python
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+ from datasets import load_dataset
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+
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+ recaps = load_dataset(
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+ "parquet",
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+ data_files="hf://datasets/IntelligenceLab/BLIP3o-Recap/gemma-3-4b-it-recaptions/*.parquet",
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+ split="train",
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+ )
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+ ```