diff --git a/README.md b/README.md
index 8acf9817cfd4a0defeff3cefcfeb090101641175..e3fe11134187f995caa62680eb9335e2ebb2b220 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,29 @@
----
-license: ecl-2.0
----
+---
+license: ecl-2.0
+---
+# Repo
+git@hf.co:datasets/telcom/deewaiREALCN-training
+
+# DeewaiREALCN Training Data
+
+Image–text pairs for training captioning or vision–language models. Each image is a 1024×1024 RGB JPEG portrait with a short English description.
+
+## Contents
+- `data/train/`: 9,000 pairs for training.
+  - `images/`: JPEG files (`090000.jpg`, …).
+  - `captions.jsonl`: one JSON object per line with `file_name` and `text`.
+- `data/val/`: 1,000 pairs for validation with the same layout.
+
+Example entry:
+```json
+{"file_name": "090000.jpg", "text": "smiling woman with long brown hair and a white shirt"}
+```
+
+## Usage
+1. Read `captions.jsonl` line by line (JSON Lines format).
+2. Join on `file_name` to locate the matching image in the corresponding `images/` folder.
+3. Use `data/train` for model fitting and `data/val` for evaluation.
+
+## Notes
+- Images are 1024×1024 RGB.
+- License: Eclipse Public License 2.0 (see header above).
diff --git a/data/train/captions.jsonl b/data/train/captions.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b7c799008c9377b800ebc3313501f662100ce147
--- /dev/null
+++ b/data/train/captions.jsonl
@@ -0,0 +1,9000 @@
+{"file_name": "090000.jpg", "text": "smiling woman with long brown hair and a white shirt"}
+{"file_name": "090001.jpg", "text": "there is a man that is holding a tie in his hand"}
+{"file_name": "090002.jpg", "text": "smiling woman with long dark hair and a green necklace"}
+{"file_name": "090003.jpg", "text": "there is a man in a suit and tie posing for a picture"}
+{"file_name": "090004.jpg", "text": "smiling woman with long brown hair and a striped shirt"}
+{"file_name": "090005.jpg", "text": "there is a man that is holding a cell phone up to his ear"}
+{"file_name": "090006.jpg", "text": "smiling woman with long hair and a white shirt holding a toothbrush"}
+{"file_name": "090007.jpg", "text": "arafed man with a tie and a suit jacket posing for a picture"}
+{"file_name": "090008.jpg", "text": "there is a man with a toothbrush in his mouth"}
+{"file_name": "090009.jpg", "text": "there are two women that are smiling for the camera"}
+{"file_name": "090010.jpg", "text": "arafed girl in a pink hat and scarf smiling for a picture"}
+{"file_name": "090011.jpg", "text": "smiling woman with short brown hair and blue eyes wearing a black shirt"}
+{"file_name": "090012.jpg", "text": "there is a man with a beard and a white shirt"}
+{"file_name": "090013.jpg", "text": "arafed woman with long black hair and a smile on her face"}
+{"file_name": "090015.jpg", "text": "smiling man with dark hair and green shirt looking at camera"}
+{"file_name": "090016.jpg", "text": "there is a young girl that is holding a tie in her hands"}
+{"file_name": "090018.jpg", "text": "there is a man with a tie and a red shirt"}
+{"file_name": "090019.jpg", "text": "there is a woman with long hair and a white towel"}
+{"file_name": "090021.jpg", "text": "there is a man in a suit and tie looking at the camera"}
+{"file_name": "090022.jpg", "text": "smiling man with a red headband and a white shirt"}
+{"file_name": "090023.jpg", "text": "smiling woman with brown hair and earrings wearing a white shirt"}
+{"file_name": "090024.jpg", "text": "there is a man that is brushing his hair with a comb"}
+{"file_name": "090025.jpg", "text": "arafed man with a beard and a white shirt smiling"}
+{"file_name": "090026.jpg", "text": "blond haired man with a blue shirt and tie smiling at the camera"}
+{"file_name": "090027.jpg", "text": "smiling woman with a pink shirt and a white shirt"}
+{"file_name": "090028.jpg", "text": "there is a woman holding a cell phone up to her face"}
+{"file_name": "090029.jpg", "text": "blond woman with blue eyes and a gray sweater posing for a picture"}
+{"file_name": "090030.jpg", "text": "smiling young man with a green shirt and a white shirt"}
+{"file_name": "090031.jpg", "text": "there is a young man with a tie and a tie around his neck"}
+{"file_name": "090032.jpg", "text": "smiling woman with long blond hair and white shirt holding a toothbrush"}
+{"file_name": "090034.jpg", "text": "arafed little girl with a tie and a white shirt"}
+{"file_name": "090035.jpg", "text": "there is a man with a beard and a pair of scissors"}
+{"file_name": "090036.jpg", "text": "smiling woman with long brown hair and a white shirt"}
+{"file_name": "090037.jpg", "text": "there is a young girl with a cell phone in her hand"}
+{"file_name": "090039.jpg", "text": "there is a young girl with a pink shirt and a pink bow"}
+{"file_name": "090040.jpg", "text": "there is a woman with long hair and a pink shirt"}
+{"file_name": "090041.jpg", "text": "there is a woman that is talking on a cell phone"}
+{"file_name": "090042.jpg", "text": "smiling woman with long brown hair and a pink shirt"}
+{"file_name": "090043.jpg", "text": "there is a man in a suit and tie posing for a picture"}
+{"file_name": "090044.jpg", "text": "there is a young boy with a toothbrush in his mouth"}
+{"file_name": "090045.jpg", "text": "smiling woman wearing a hat and a black shirt with a tie"}
+{"file_name": "090046.jpg", "text": "there are two women that are smiling for the camera"}
+{"file_name": "090047.jpg", "text": "there is a young girl smiling and holding a toothbrush"}
+{"file_name": "090048.jpg", "text": "smiling woman with glasses and a tie in front of a wall"}
+{"file_name": "090050.jpg", "text": "there is a man in a suit and tie smiling for the camera"}
+{"file_name": "090052.jpg", "text": "there is a man with a tie and a shirt on"}
+{"file_name": "090054.jpg", "text": "blond woman with a white shirt and a pink bow on her head"}
+{"file_name": "090055.jpg", "text": "smiling man with a beard and a white shirt and tie"}
+{"file_name": "090056.jpg", "text": "smiling woman with long brown hair and a white shirt"}
+{"file_name": "090057.jpg", "text": "there is a man in a blue suit and tie looking at the camera"}
+{"file_name": "090058.jpg", "text": "there is a young girl with a teddy bear behind her"}
+{"file_name": "090059.jpg", "text": "smiling woman with sunglasses on her head holding a cell phone"}
+{"file_name": "090060.jpg", "text": "arafed man talking on a cell phone while wearing a tie"}
+{"file_name": "090061.jpg", "text": "there is a woman that is brushing her teeth with a toothbrush"}
+{"file_name": "090062.jpg", "text": "blond woman with long hair and a white shirt posing for a picture"}
+{"file_name": "090063.jpg", "text": "there is a woman with long hair and a necklace on"}
+{"file_name": "090064.jpg", "text": "blond woman with long hair and pink shirt holding a cell phone"}
+{"file_name": "090065.jpg", "text": "blond woman with a black jacket and earrings looking at the camera"}
+{"file_name": "090066.jpg", "text": "there is a man with a bald head and a tie on"}
+{"file_name": "090067.jpg", "text": "there is a woman wearing a hat and a green shirt"}
+{"file_name": "090070.jpg", "text": "there is a young girl with a red tie and a white shirt"}
+{"file_name": "090071.jpg", "text": "blond woman with blue eyes and a white shirt smiling"}
+{"file_name": "090072.jpg", "text": "there is a man with a beard and a tie looking at the camera"}
+{"file_name": "090073.jpg", "text": "there is a woman that is brushing her teeth with a brush"}
+{"file_name": "090074.jpg", "text": "there is a woman that is looking at her cell phone"}
+{"file_name": "090075.jpg", "text": "there is a woman with long hair and a necklace on"}
+{"file_name": "090076.jpg", "text": "there is a man with glasses and a tie holding a cell phone"}
+{"file_name": "090077.jpg", "text": "blond haired man in a suit smiling at the camera"}
+{"file_name": "090078.jpg", "text": "arafed man with a blue shirt and a tie smiling"}
+{"file_name": "090079.jpg", "text": "there is a woman kissing a man with a nose"}
+{"file_name": "090080.jpg", "text": "there is a woman with a necklace and a necklace on her neck"}
+{"file_name": "090081.jpg", "text": "smiling woman with earrings and a white shirt looking at the camera"}
+{"file_name": "090082.jpg", "text": "blond woman with blue eyes and a pink background"}
+{"file_name": "090083.jpg", "text": "there is a woman that is brushing her teeth with a toothbrush"}
+{"file_name": "090085.jpg", "text": "there is a woman with a blue shirt and a blue hat"}
+{"file_name": "090086.jpg", "text": "there is a woman that is putting on her makeup"}
+{"file_name": "090087.jpg", "text": "smiling man wearing a white hat and blue shirt"}
+{"file_name": "090088.jpg", "text": "there is a young boy with a tie on looking up"}
+{"file_name": "090089.jpg", "text": "arafed woman with long hair and a white shirt looking at the camera"}
+{"file_name": "090090.jpg", "text": "smiling woman with glasses and a tie holding a toothbrush"}
+{"file_name": "090092.jpg", "text": "smiling woman with long black hair holding a toothbrush in her hand"}
+{"file_name": "090093.jpg", "text": "blond haired woman with blue scarf looking at cell phone"}
+{"file_name": "090094.jpg", "text": "smiling man with a white shirt and tie and a tie around his neck"}
+{"file_name": "090095.jpg", "text": "smiling woman with a gray jacket and a white shirt"}
+{"file_name": "090096.jpg", "text": "there is a woman with a tie and a necklace on"}
+{"file_name": "090097.jpg", "text": "there is a man with a tie and a suit jacket"}
+{"file_name": "090099.jpg", "text": "there is a woman with a pink hair and a tie"}
+{"file_name": "090100.jpg", "text": "there is a man in a blue shirt and tie posing for a picture"}
+{"file_name": "090101.jpg", "text": "smiling woman with long brown hair and a white shirt"}
+{"file_name": "090102.jpg", "text": "smiling woman with a blue jacket and a white shirt"}
+{"file_name": "090105.jpg", "text": "there is a woman with a green tie and a white shirt"}
+{"file_name": "090106.jpg", "text": "arafed woman with a cell phone in her hand and a smile"}
+{"file_name": "090107.jpg", "text": "there is a woman with a tie and a black shirt"}
+{"file_name": "090108.jpg", "text": "arafed woman in a graduation cap and gown looking at her cell phone"}
+{"file_name": "090109.jpg", "text": "smiling woman with long brown hair and a scarf on"}
+{"file_name": "090110.jpg", "text": "there is a woman with a necklace on her neck looking at the camera"}
+{"file_name": "090111.jpg", "text": "there is a woman with a blue shirt and a pink bow on her head"}
+{"file_name": "090112.jpg", "text": "blond woman with pink hair and blue eyes posing for a picture"}
+{"file_name": "090113.jpg", "text": "blond woman with a necklace and earrings posing for a picture"}
+{"file_name": "090114.jpg", "text": "there is a man that is wearing a tie and a shirt"}
+{"file_name": "090115.jpg", "text": "there is a woman with a tie and a necklace on"}
+{"file_name": "090116.jpg", "text": "smiling woman with short hair and a white shirt on"}
+{"file_name": "090117.jpg", "text": "arafed girl holding a donut with a bite taken out of it"}
+{"file_name": "090118.jpg", "text": "there is a woman that is holding a cell phone in her hand"}
+{"file_name": "090120.jpg", "text": "smiling woman with long brown hair and a pink shirt"}
+{"file_name": "090121.jpg", "text": "blond woman with blue shirt and tie looking at camera"}
+{"file_name": "090122.jpg", "text": "there is a young girl sitting at a table with a plate of food"}
+{"file_name": "090123.jpg", "text": "arafed man with a beard and a tie looking at the camera"}
+{"file_name": "090125.jpg", "text": "smiling woman with long hair and a white shirt and a tie"}
+{"file_name": "090126.jpg", "text": "there is a man with a bald head and a white shirt"}
+{"file_name": "090127.jpg", "text": "there is a man with a tie and a suit jacket"}
+{"file_name": "090128.jpg", "text": "smiling man in a blue shirt and tie with a white background"}
+{"file_name": "090130.jpg", "text": "smiling man getting his hair cut by a professional hairdresser"}
+{"file_name": "090131.jpg", "text": "there is a woman with a tie on looking off to the side"}
+{"file_name": "090132.jpg", "text": "there is a woman with a blue shirt and earrings smiling"}
+{"file_name": "090134.jpg", "text": "there is a man wearing a hat and a tie"}
+{"file_name": "090135.jpg", "text": "there is a woman with a necklace on her neck and a necklace on her neck"}
+{"file_name": "090136.jpg", "text": "there is a man with a suit and tie looking at the camera"}
+{"file_name": "090137.jpg", "text": "there is a woman with a tie and a black jacket"}
+{"file_name": "090138.jpg", "text": "smiling girl with a white towel on her head"}
+{"file_name": "090140.jpg", "text": "there is a woman holding a hair dryer and smiling"}
+{"file_name": "090141.jpg", "text": "arafed man with a short haircut and a suit jacket"}
+{"file_name": "090142.jpg", "text": "there are two women that are posing for a picture together"}
+{"file_name": "090143.jpg", "text": "smiling woman with long hair and a green shirt posing for a picture"}
+{"file_name": "090144.jpg", "text": "there is a woman with long hair and a necklace on"}
+{"file_name": "090145.jpg", "text": "blond woman with long hair smiling at camera with white background"}
+{"file_name": "090146.jpg", "text": "blond woman with long hair and red sweater looking at camera"}
+{"file_name": "090148.jpg", "text": "arafed man with a beard and a suit and tie"}
+{"file_name": "090150.jpg", "text": "arafed man with a smile on his face and a white shirt"}
+{"file_name": "090152.jpg", "text": "there is a man in a suit and tie posing for a picture"}
+{"file_name": "090153.jpg", "text": "arafed man with a beard and a suit looks off to the side"}
+{"file_name": "090154.jpg", "text": "blond woman with a red lipstick and a black dress holding a pair of scissors"}
+{"file_name": "090155.jpg", "text": "blond woman with long hair smiling at camera with a smile on her face"}
+{"file_name": "090156.jpg", "text": "smiling woman with long dark hair and a purple shirt"}
+{"file_name": "090157.jpg", "text": "smiling woman with long brown hair and black top posing for a picture"}
+{"file_name": "090158.jpg", "text": "smiling woman with long black hair and a necklace on her neck"}
+{"file_name": "090159.jpg", "text": "there is a woman wearing glasses and a floral shirt"}
+{"file_name": "090160.jpg", "text": "there is a woman with a hat on her head and a scarf"}
+{"file_name": "090161.jpg", "text": "there is a woman that is smiling and holding a cell phone"}
+{"file_name": "090162.jpg", "text": "there is a man with a surprised look on his face"}
+{"file_name": "090163.jpg", "text": "there is a man with a white beard and a white shirt"}
+{"file_name": "090164.jpg", "text": "blond woman with long hair and earrings posing for a picture"}
+{"file_name": "090165.jpg", "text": "there is a woman with a pink hat and a pink umbrella"}
+{"file_name": "090166.jpg", "text": "there is a woman that is holding a cell phone in her hand"}
+{"file_name": "090168.jpg", "text": "there is a woman that is looking at her cell phone"}
+{"file_name": "090170.jpg", "text": "there is a woman that is looking at a cell phone"}
+{"file_name": "090171.jpg", "text": "arafed man in a blue suit and white shirt and tie"}
+{"file_name": "090172.jpg", "text": "there is a woman that is looking at her cell phone"}
+{"file_name": "090173.jpg", "text": "there is a man with a beard and a white shirt"}
+{"file_name": "090174.jpg", "text": "there is a woman with a toothbrush in her hand"}
+{"file_name": "090175.jpg", "text": "smiling man with a tie and a blue shirt and a gray shirt"}
+{"file_name": "090176.jpg", "text": "arafed man with a beard and a smile on his face"}
+{"file_name": "090177.jpg", "text": "arafed man with a white shirt and a black and white shirt"}
+{"file_name": "090178.jpg", "text": "there is a woman with a green shirt and a green necklace"}
+{"file_name": "090179.jpg", "text": "there is a woman with long hair and a necklace on"}
+{"file_name": "090180.jpg", "text": "arafed woman in a blue uniform with a white hat"}
+{"file_name": "090183.jpg", "text": "there is a woman that is smiling and holding a toothbrush"}
+{"file_name": "090185.jpg", "text": "arafed man with curly hair and a beard holding a cell phone"}
+{"file_name": "090186.jpg", "text": "smiling woman with a white shirt and tie holding a cell phone"}
+{"file_name": "090188.jpg", "text": "smiling woman with long dark hair and green earrings in front of a white background"}
+{"file_name": "090189.jpg", "text": "blond woman with short hair smiling at camera with white background"}
+{"file_name": "090190.jpg", "text": "there is a woman with a tie on posing for a picture"}
+{"file_name": "090191.jpg", "text": "arafed woman with long brown hair and a white shirt"}
+{"file_name": "090192.jpg", "text": "there is a woman that is brushing her hair in the mirror"}
+{"file_name": "090194.jpg", "text": "arafed woman with long brown hair and a white shirt"}
+{"file_name": "090195.jpg", "text": "blond woman with blue eyes and a smile on her face"}
+{"file_name": "090196.jpg", "text": "there is a young girl smiling and holding a donut"}
+{"file_name": "090197.jpg", "text": "there is a man in a suit and tie speaking into a microphone"}
+{"file_name": "090198.jpg", "text": "there is a man with long hair and a blue shirt"}
+{"file_name": "090199.jpg", "text": "there is a man and woman that are smiling together"}
+{"file_name": "090200.jpg", "text": "there is a woman that is brushing her hair with a brush"}
+{"file_name": "090201.jpg", "text": "arafed man in a suit and tie looking at the camera"}
+{"file_name": "090202.jpg", "text": "woman wearing a white hat with red and blue designs on it"}
+{"file_name": "090203.jpg", "text": "smiling man holding a cat and a pair of scissors in his hand"}
+{"file_name": "090204.jpg", "text": "smiling woman with long hair and blue eyes holding a toothbrush"}
+{"file_name": "090205.jpg", "text": "arafed man talking on a cell phone with a cigarette in his hand"}
+{"file_name": "090207.jpg", "text": "smiling man with beard and mustache in front of a boat"}
+{"file_name": "090208.jpg", "text": "arafed man with a gray suit and tie looking at the camera"}
+{"file_name": "090209.jpg", "text": "there is a man with a banana in his mouth"}
+{"file_name": "090210.jpg", "text": "there is a woman with a short haircut and a white shirt"}
+{"file_name": "090211.jpg", "text": "there is a woman with a white shirt and a black necklace"}
+{"file_name": "090212.jpg", "text": "smiling man in a suit and tie with a white background"}
+{"file_name": "090213.jpg", "text": "arafed man with a black shirt and a tie posing for a picture"}
+{"file_name": "090214.jpg", "text": "there is a woman with long hair smiling and holding a toothbrush"}
+{"file_name": "090216.jpg", "text": "there is a woman in a suit and tie posing for a picture"}
+{"file_name": "090217.jpg", "text": "there is a woman with a pink headband on her head"}
+{"file_name": "090218.jpg", "text": "smiling woman with long brown hair and a white shirt"}
+{"file_name": "090219.jpg", "text": "arafed girl with a pink shirt and a tie smiling"}
+{"file_name": "090220.jpg", "text": "there is a woman with a green top and a green necklace"}
+{"file_name": "090221.jpg", "text": "smiling woman with long brown hair and a blue shirt"}
+{"file_name": "090222.jpg", "text": "there is a man with a tie and a suit jacket"}
+{"file_name": "090223.jpg", "text": "there is a woman with long hair holding a toothbrush"}
+{"file_name": "090225.jpg", "text": "there is a woman with long black hair and a necklace"}
+{"file_name": "090226.jpg", "text": "there is a woman with a tie and a blue shirt"}
+{"file_name": "090227.jpg", "text": "there is a woman smiling and holding a cell phone to her ear"}
+{"file_name": "090228.jpg", "text": "arafed man with a beard and a mustache with a toothbrush in his mouth"}
+{"file_name": "090229.jpg", "text": "arafed man with a beard and a tie is getting his hair brushed"}
+{"file_name": "090230.jpg", "text": "smiling woman with a pink hat and red lipstick holding a cell phone"}
+{"file_name": "090231.jpg", "text": "there is a woman with a necklace on her neck looking at the camera"}
+{"file_name": "090232.jpg", "text": "smiling young girl with a pink flower in her hair"}
+{"file_name": "090233.jpg", "text": "there is a woman that is looking at a cell phone"}
+{"file_name": "090234.jpg", "text": "there is a woman with a necklace on her neck looking at a cell phone"}
+{"file_name": "090236.jpg", "text": "arafed man with a beard and a mustache wearing a shirt"}
+{"file_name": "090237.jpg", "text": "blond woman with long hair and blue eyes smiling at camera"}
+{"file_name": "090238.jpg", "text": "there is a woman that is brushing her teeth with a toothbrush"}
+{"file_name": "090239.jpg", "text": "arafed man with a beard and a beardlock smiling"}
+{"file_name": "090240.jpg", "text": "smiling woman with flower in her hair and yellow background"}
+{"file_name": "090241.jpg", "text": "blond woman with blue eyes and long blond hair posing for a picture"}
+{"file_name": "090242.jpg", "text": "smiling woman with long brown hair and a white shirt holding a cell phone"}
+{"file_name": "090243.jpg", "text": "smiling woman with long hair and a toothbrush in her hand"}
+{"file_name": "090244.jpg", "text": "smiling woman holding a cell phone up to her ear"}
+{"file_name": "090245.jpg", "text": "there is a man with a tie and a suit jacket"}
+{"file_name": "090246.jpg", "text": "there is a woman that is brushing her hair with a brush"}
+{"file_name": "090247.jpg", "text": "blond woman with blue eyes and a white shirt smiling"}
+{"file_name": "090248.jpg", "text": "smiling woman with sunglasses on her head and a white tank top"}
+{"file_name": "090249.jpg", "text": "there is a woman holding a toothbrush in her hand"}
+{"file_name": "090250.jpg", "text": "there is a woman that is brushing her teeth with a brush"}
+{"file_name": "090251.jpg", "text": "there is a woman with long hair and a white shirt"}
+{"file_name": "090252.jpg", "text": "smiling woman with long brown hair and a white shirt"}
+{"file_name": "090253.jpg", "text": "smiling man with long hair and a tie on his neck"}
+{"file_name": "090254.jpg", "text": "blond woman with blue eyes and a smile on her face"}
+{"file_name": "090255.jpg", "text": "there is a man with a beard and a shirt on"}
+{"file_name": "090256.jpg", "text": "blond woman with blue eyes and a white shirt is talking on a cell phone"}
+{"file_name": "090257.jpg", "text": "there is a young girl holding a doll and smiling"}
+{"file_name": "090258.jpg", "text": "smiling woman with a green sweater and a green sweater"}
+{"file_name": "090259.jpg", "text": "smiling woman with long brown hair wearing a gray jacket and a white shirt"}
+{"file_name": "090260.jpg", "text": "there is a young girl smiling and wearing a green dress"}
+{"file_name": "090261.jpg", "text": "arafed man with a white shirt and a blue tie"}
+{"file_name": "090262.jpg", "text": "smiling woman in a pink hat with a pink scarf and pink scarf"}
+{"file_name": "090263.jpg", "text": "smiling woman with long dark hair and a white shirt"}
+{"file_name": "090264.jpg", "text": "there is a woman with a tie on her neck looking at the camera"}
+{"file_name": "090265.jpg", "text": "there is a young girl that is wearing a tie and a jacket"}
+{"file_name": "090266.jpg", "text": "there is a woman with a tie and a necklace on her neck"}
+{"file_name": "090267.jpg", "text": "arafed woman with long hair and a necklace smiling at the camera"}
+{"file_name": "090268.jpg", "text": "arafed man with a beard and a suit jacket and tie"}
+{"file_name": "090269.jpg", "text": "there is a young girl with a toothbrush in her hand"}
+{"file_name": "090270.jpg", "text": "there is a woman with glasses and a tie looking at the camera"}
+{"file_name": "090271.jpg", "text": "there is a woman that is looking at a cell phone"}
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