Update README.md

README.md

@@ -1,11 +1,11 @@
 ---
-pretty_name: MMCS 773K
+pretty_name: MMCS-773K
 task_categories:
-  - image-text-to-text
+- image-text-to-text
 language:
-  - en
+- en
 size_categories:
-  - 100K<n<1M
+- 100K<n<1M
 ---
 
 # MMCS 773K Data
@@ -14,10 +14,10 @@ This repository contains the image archives and generated annotations used by MM
 
 ## Contents
 
-- `annotations/`: seven LLaVA-style JSON annotation files. Each file is a JSON array; it is not JSONL.
-- `images/`: ZIP archives grouped by source dataset. Large sources are split into independent shards below 20 GB.
+- `annotations/`: JSON annotation files with conversations format.
+- `images/`: ZIP archives grouped by source dataset.
 
-The release contains **773,779 records with 773,779 unique image paths**. The ZIP entry paths exactly match the `image` fields in the annotations.
+The dataset contains **773,779** samples. The ZIP entry paths exactly match the `image` fields in the annotations.
 
 | Source | Samples |
 | --- | ---: |
@@ -43,14 +43,6 @@ done
 
 After extraction, configure the annotation paths under `annotations/` and use `data/images` as the image root.
 
-## Annotation format
-
-Each sample contains an `image` path and LLaVA-style `conversations`, together with generated object annotations such as bounding boxes and segmentations. IDs are retained from the generated annotation sources and were not rewritten.
-
-## Release construction
-
-The release first retains images shared with the MMCS 773K training recipe. Missing or duplicate old image keys are replaced by deterministic sampling from the corresponding larger 851K source, producing exactly 773,779 unique image paths. Construction details and sampled/missing image lists are included under `annotations/`.
-
 ## Source data and licenses
 
-The images originate from COCO, Flickr30K, GQA, Objects365, Open Images, and SA-1B. Users are responsible for complying with the licenses and terms of the corresponding source datasets. The generated MMCS annotations do not replace or modify those source terms.
+The images originate from COCO, Flickr30K, GQA, Objects365, Open Images, and SA-1B. Users are responsible for complying with the licenses and terms of the corresponding source datasets. The generated MMCS annotations do not replace or modify those source terms.