Initial commit

README.md

@@ -1,3 +1,75 @@
 ---
-license: cc-by-4.0
+language:
+- en
+license_name: cc-by-4.0
+license_link: https://creativecommons.org/licenses/by/4.0/legalcode
+tags:
+- coco
+- mscoco
+- simple-english
+annotations_creators:
+- machine-generated
+pretty_name: MS COCO Karpathy in Simple English
+size_categories:
+- n<650k
+source_datasets:
+- mscoco
+task_categories:
+- text-generation
+- image-to-text
+- text-to-image
 ---
+
+# Dataset Card for MS COCO Karpathy in Simple English
+
+This dataset contains captions that were rephrased into simple english so that a young child would understand it.
+
+## Dataset Details
+
+### Dataset Description
+
+- **Curated by:** {{ curators | default("[More Information Needed]", true)}}
+- **Language(s) (NLP):** {{ language | default("[More Information Needed]", true)}}
+- **License:** {{ license | default("[More Information Needed]", true)}}
+
+### Dataset Sources
+
+The processed [MS COCO datasets](https://cocodataset.org/#download) (Karpathy Split) in this repo are based on the following sources:
+
+* train: http://images.cocodataset.org/zips/train2014.zip
+* val: http://images.cocodataset.org/zips/val2014.zip 
+* test: http://images.cocodataset.org/zips/test2014.zip
+
+Files uses:
+
+* aa31ac474cf6250ebb81d18348a07ed8  coco_karpathy_train.json
+* 3ff34b0ef2db02d01c37399f6a2a6cd1  coco_karpathy_test.json
+* b273847456ef5580e33713b1f7de52a0  coco_karpathy_val.json
+
+MS COCO:
+
+- **Download:** https://cocodataset.org/#download
+- **Paper:** http://arxiv.org/abs/1405.0312
+
+
+## Dataset Creation
+
+This dataset was generated by processing the annotations via [Mistal7B](https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.2-AWQ).
+
+
+Prompt used:
+
+```
+Rewrite the sentence " + caption + " for a 3 to 4 year old child. Give only one simple sentence. Don't use the word see. Give only a single answer.
+```
+
+A filter was applied to only store captions which matched the common output format. A best effort filter was applied to reduce the chance of including multiple example sentences in the output.
+
+### Curation Rationale
+
+This dataset is useful for experiments with small LLMs which have only a reduced corpus. The dataset is suitable to be used for LAVIS experiments (QFormer Training) with a finetuned TinyStories 33M LLM.
+
+## Dataset Card Authors
+
+{{ dataset_card_authors | default("[More Information Needed]", true)}}
+