Datasets:

iiTzEddy
/

LLaVA-Pretrain-595K

Tasks:

Visual Question Answering

Languages:

English

Size:

100K<n<1M

License:

Dataset card Data Studio Files Files and versions

xet

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train

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id string	image string	messages list
GCC_train_002582585	GCC_train_002582585.jpg	[ { "role": "user", "content": "Provide a brief description of the given image.\n<image>" }, { "role": "assistant", "content": "olive oil is a healthy ingredient used liberally ." } ]
GCC_train_002429825	GCC_train_002429825.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "3d vector deluxe alphabet of randomly rotated thin golden symbols ." } ]
GCC_train_000190697	GCC_train_000190697.jpg	[ { "role": "user", "content": "Share a concise interpretation of the image provided.\n<image>" }, { "role": "assistant", "content": "weathering -- the physical & chemical breakdown of rocks ." } ]
GCC_train_002503829	GCC_train_002503829.jpg	[ { "role": "user", "content": "Relay a brief, clear account of the picture shown.\n<image>" }, { "role": "assistant", "content": "fans interferes with # on a ball hit by # of sports team scoring runs in the eighth inning during game" } ]
GCC_train_000530863	GCC_train_000530863.jpg	[ { "role": "user", "content": "<image>\nRender a clear and concise summary of the photo." }, { "role": "assistant", "content": "train that takes you around the perimeter" } ]
GCC_train_001970366	GCC_train_001970366.jpg	[ { "role": "user", "content": "Create a compact narrative representing the image presented.\n<image>" }, { "role": "assistant", "content": "cheers - lettering holiday calligraphy phrase isolated on the background ." } ]
GCC_train_001885390	GCC_train_001885390.jpg	[ { "role": "user", "content": "<image>\nRender a clear and concise summary of the photo." }, { "role": "assistant", "content": "celebrity and organisation founder conquered the mountain peak yesterday" } ]
GCC_train_001764002	GCC_train_001764002.jpg	[ { "role": "user", "content": "<image>\nGive a short and clear explanation of the subsequent image." }, { "role": "assistant", "content": "bring the water to a boil and leave the lid slightly open to prevent spilling ." } ]
GCC_train_002554598	GCC_train_002554598.jpg	[ { "role": "user", "content": "Create a compact narrative representing the image presented.\n<image>" }, { "role": "assistant", "content": "grey sofas and circular coffee table on roofed terrace of large villa with a view of the ocean" } ]
GCC_train_001948583	GCC_train_001948583.jpg	[ { "role": "user", "content": "<image>\nSummarize the visual content of the image." }, { "role": "assistant", "content": "continent gathers oysters on the rocks at low tide along the beautiful coast" } ]
GCC_train_000177248	GCC_train_000177248.jpg	[ { "role": "user", "content": "<image>\nProvide a brief description of the given image." }, { "role": "assistant", "content": "organization is synonymous with azaleas ." } ]
GCC_train_001032516	GCC_train_001032516.jpg	[ { "role": "user", "content": "<image>\nShare a concise interpretation of the image provided." }, { "role": "assistant", "content": "like the feature wall , ceiling and chandelier" } ]
GCC_train_002664280	GCC_train_002664280.jpg	[ { "role": "user", "content": "<image>\nCreate a compact narrative representing the image presented." }, { "role": "assistant", "content": "mass marriage ceremony organized for couples ." } ]
GCC_train_002448550	GCC_train_002448550.jpg	[ { "role": "user", "content": "<image>\nProvide a brief description of the given image." }, { "role": "assistant", "content": "a view of a city , where the flyover was proposed to reduce the increasing traffic on thursday ." } ]
GCC_train_000610553	GCC_train_000610553.jpg	[ { "role": "user", "content": "<image>\nRelay a brief, clear account of the picture shown." }, { "role": "assistant", "content": "person watches the ball right into his glove for football team under 13s ." } ]
GCC_train_001912708	GCC_train_001912708.jpg	[ { "role": "user", "content": "Create a compact narrative representing the image presented.\n<image>" }, { "role": "assistant", "content": "time lapse clouds moving across the blue sky , tracking shot" } ]
GCC_train_000343618	GCC_train_000343618.jpg	[ { "role": "user", "content": "Summarize the visual content of the image.\n<image>" }, { "role": "assistant", "content": "conceptual illustration of the teamwork of professionals" } ]
GCC_train_000844196	GCC_train_000844196.jpg	[ { "role": "user", "content": "Share a concise interpretation of the image provided.\n<image>" }, { "role": "assistant", "content": "olympic athlete is seen during the men 's handball preliminary group b match" } ]
GCC_train_002164562	GCC_train_002164562.jpg	[ { "role": "user", "content": "<image>\nSummarize the visual content of the image." }, { "role": "assistant", "content": "a traditional room complete with mountain views ." } ]
GCC_train_000700825	GCC_train_000700825.jpg	[ { "role": "user", "content": "<image>\nDescribe the image concisely." }, { "role": "assistant", "content": "politician testifies , before the hearing on federal budget ." } ]
GCC_train_001152484	GCC_train_001152484.jpg	[ { "role": "user", "content": "<image>\nProvide a brief description of the given image." }, { "role": "assistant", "content": "aerial summer view of village looking up a city is a town" } ]
GCC_train_000644518	GCC_train_000644518.jpg	[ { "role": "user", "content": "Write a terse but informative summary of the picture.\n<image>" }, { "role": "assistant", "content": "add a salt to boiling water in metal pot on black background , slow motion fps" } ]
GCC_train_001846597	GCC_train_001846597.jpg	[ { "role": "user", "content": "Summarize the visual content of the image.\n<image>" }, { "role": "assistant", "content": "religious leadership title met refugees" } ]
GCC_train_001887818	GCC_train_001887818.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "actor attends the premiere to promote the movie psychological thriller film during festival ." } ]
GCC_train_001156400	GCC_train_001156400.jpg	[ { "role": "user", "content": "<image>\nRelay a brief, clear account of the picture shown." }, { "role": "assistant", "content": "colorful pink ice tray a device for ingredient" } ]
GCC_train_000592127	GCC_train_000592127.jpg	[ { "role": "user", "content": "<image>\nOffer a succinct explanation of the picture presented." }, { "role": "assistant", "content": "pooch has quite the sense of humor !" } ]
GCC_train_001775121	GCC_train_001775121.jpg	[ { "role": "user", "content": "Offer a succinct explanation of the picture presented.\n<image>" }, { "role": "assistant", "content": "a man walks alone on a dock in a mountain lake" } ]
GCC_train_000325690	GCC_train_000325690.jpg	[ { "role": "user", "content": "Offer a succinct explanation of the picture presented.\n<image>" }, { "role": "assistant", "content": "cupcakes made to match baby shower cake for a friend ." } ]
GCC_train_000417419	GCC_train_000417419.jpg	[ { "role": "user", "content": "Present a compact description of the photo's key features.\n<image>" }, { "role": "assistant", "content": "biological species crawling on a banana leaf" } ]
GCC_train_001157703	GCC_train_001157703.jpg	[ { "role": "user", "content": "<image>\nCreate a compact narrative representing the image presented." }, { "role": "assistant", "content": "another chestnut tree i grew from seed ." } ]
GCC_train_000591181	GCC_train_000591181.jpg	[ { "role": "user", "content": "Render a clear and concise summary of the photo.\n<image>" }, { "role": "assistant", "content": "aloe vera gel in a bowl" } ]
GCC_train_000669874	GCC_train_000669874.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "a jackal bites the leg of a hyena and runs away" } ]
GCC_train_001887540	GCC_train_001887540.jpg	[ { "role": "user", "content": "Summarize the visual content of the image.\n<image>" }, { "role": "assistant", "content": "once photosynthesis begins , the plant is called a seedling ." } ]
GCC_train_002429753	GCC_train_002429753.jpg	[ { "role": "user", "content": "<image>\nRender a clear and concise summary of the photo." }, { "role": "assistant", "content": "domesticated camels provide an alternative mode of transport around the ruins" } ]
GCC_train_001125212	GCC_train_001125212.jpg	[ { "role": "user", "content": "<image>\nDescribe the image concisely." }, { "role": "assistant", "content": "a man plays with an era cannon" } ]
GCC_train_002546113	GCC_train_002546113.jpg	[ { "role": "user", "content": "<image>\nDescribe the image concisely." }, { "role": "assistant", "content": "person the psychology of why gray kitchen cabinets are so popular home" } ]
GCC_train_002726079	GCC_train_002726079.jpg	[ { "role": "user", "content": "Offer a succinct explanation of the picture presented.\n<image>" }, { "role": "assistant", "content": "music video director and actor at the premiere ofromance film ." } ]
GCC_train_002702626	GCC_train_002702626.jpg	[ { "role": "user", "content": "<image>\nRelay a brief, clear account of the picture shown." }, { "role": "assistant", "content": "breeder were awarded olympic medal for their wonderful exhibit , inside festival , at show ." } ]
GCC_train_002697626	GCC_train_002697626.jpg	[ { "role": "user", "content": "Provide a brief description of the given image.\n<image>" }, { "role": "assistant", "content": "global dollar in the design of information related to finance ." } ]
GCC_train_000449010	GCC_train_000449010.jpg	[ { "role": "user", "content": "<image>\nShare a concise interpretation of the image provided." }, { "role": "assistant", "content": "flower power : actor wore a floral frock to the event" } ]
GCC_train_002367664	GCC_train_002367664.jpg	[ { "role": "user", "content": "Describe the image concisely.\n<image>" }, { "role": "assistant", "content": "a photograph of a pheasant" } ]
GCC_train_002036038	GCC_train_002036038.jpg	[ { "role": "user", "content": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "role": "assistant", "content": "really old painting of a mermaid , still like it though ." } ]
GCC_train_000637205	GCC_train_000637205.jpg	[ { "role": "user", "content": "Offer a succinct explanation of the picture presented.\n<image>" }, { "role": "assistant", "content": "company was initially contracted in december to take down controversial monuments , including this - foot statue celebrating military commander" } ]
GCC_train_002785219	GCC_train_002785219.jpg	[ { "role": "user", "content": "Provide a brief description of the given image.\n<image>" }, { "role": "assistant", "content": "wrap - around kitchen counter with breakfast bar in an apartment" } ]
GCC_train_001848993	GCC_train_001848993.jpg	[ { "role": "user", "content": "Create a compact narrative representing the image presented.\n<image>" }, { "role": "assistant", "content": "peanuts on sale at a street market" } ]
GCC_train_002794019	GCC_train_002794019.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "luxury log home has pool table & private outdoor hot tub ." } ]
GCC_train_002311916	GCC_train_002311916.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "actor and magazine editor attend the premiere after party ." } ]
GCC_train_002662824	GCC_train_002662824.jpg	[ { "role": "user", "content": "<image>\nPresent a compact description of the photo's key features." }, { "role": "assistant", "content": "a big diesel engine depicted in contour lines on graph paper ." } ]
GCC_train_002293258	GCC_train_002293258.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "the map as posted in the parking area ." } ]
GCC_train_002174279	GCC_train_002174279.jpg	[ { "role": "user", "content": "<image>\nOffer a succinct explanation of the picture presented." }, { "role": "assistant", "content": "mare and foal hurry on steppe on a white background" } ]
GCC_train_002499670	GCC_train_002499670.jpg	[ { "role": "user", "content": "<image>\nShare a concise interpretation of the image provided." }, { "role": "assistant", "content": "melting ice cubes and spices on a stainless steel surface" } ]
GCC_train_001816902	GCC_train_001816902.jpg	[ { "role": "user", "content": "Share a concise interpretation of the image provided.\n<image>" }, { "role": "assistant", "content": "pretty bride in a lace dress" } ]
GCC_train_001685772	GCC_train_001685772.jpg	[ { "role": "user", "content": "<image>\nCreate a compact narrative representing the image presented." }, { "role": "assistant", "content": "a black baseball cap bears the name of the singer and her latest effort" } ]
GCC_train_000255480	GCC_train_000255480.jpg	[ { "role": "user", "content": "<image>\nRelay a brief, clear account of the picture shown." }, { "role": "assistant", "content": "retro card with a flying balloon on a blue watercolor background ." } ]
GCC_train_002209917	GCC_train_002209917.jpg	[ { "role": "user", "content": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "role": "assistant", "content": "outdoor living space with a brick fireplace" } ]
GCC_train_001711524	GCC_train_001711524.jpg	[ { "role": "user", "content": "Write a terse but informative summary of the picture.\n<image>" }, { "role": "assistant", "content": "an old dinghy rests upon a muddy shore" } ]
GCC_train_000931257	GCC_train_000931257.jpg	[ { "role": "user", "content": "<image>\nShare a concise interpretation of the image provided." }, { "role": "assistant", "content": "black and red poker chips in the background" } ]
GCC_train_000988304	GCC_train_000988304.jpg	[ { "role": "user", "content": "<image>\nSummarize the visual content of the image." }, { "role": "assistant", "content": "a huge pile of paperwork on a desk beside a laptop computer" } ]
GCC_train_002090748	GCC_train_002090748.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "presents the new watch for men calledsoftware with human language" } ]
GCC_train_001026635	GCC_train_001026635.jpg	[ { "role": "user", "content": "<image>\nShare a concise interpretation of the image provided." }, { "role": "assistant", "content": "a secure car park in the area with metal doors for country" } ]
GCC_train_002576187	GCC_train_002576187.jpg	[ { "role": "user", "content": "<image>\nPresent a compact description of the photo's key features." }, { "role": "assistant", "content": "a bowl of stew with buttered bread ." } ]
GCC_train_001879962	GCC_train_001879962.jpg	[ { "role": "user", "content": "Describe the image concisely.\n<image>" }, { "role": "assistant", "content": "a morning time capture with a group of seagulls on the beach ." } ]
GCC_train_002694404	GCC_train_002694404.jpg	[ { "role": "user", "content": "<image>\nDescribe the image concisely." }, { "role": "assistant", "content": "football player has scored a staggering goals and provided assists during games for real" } ]
GCC_train_002147564	GCC_train_002147564.jpg	[ { "role": "user", "content": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "role": "assistant", "content": "stylish star : was clearly in the mood to relax on monday as she wore the navy sleeveless top with chic loose trousers which were adorned with a blue and white floral pattern" } ]
GCC_train_000503785	GCC_train_000503785.jpg	[ { "role": "user", "content": "Offer a succinct explanation of the picture presented.\n<image>" }, { "role": "assistant", "content": "sweet pixie and mod headband is a perfect updated take on - era beauty ." } ]
GCC_train_002278964	GCC_train_002278964.jpg	[ { "role": "user", "content": "Create a compact narrative representing the image presented.\n<image>" }, { "role": "assistant", "content": "a white rail fence and small covered bridge near the town of a city" } ]
GCC_train_002455603	GCC_train_002455603.jpg	[ { "role": "user", "content": "Relay a brief, clear account of the picture shown.\n<image>" }, { "role": "assistant", "content": "no worry of waiting on a busy night ." } ]
GCC_train_001749371	GCC_train_001749371.jpg	[ { "role": "user", "content": "<image>\nProvide a brief description of the given image." }, { "role": "assistant", "content": "if you are dreaming of simpler or off - the - grid living , a yurt is a fantastic option" } ]
GCC_train_002273644	GCC_train_002273644.jpg	[ { "role": "user", "content": "Render a clear and concise summary of the photo.\n<image>" }, { "role": "assistant", "content": "a full house looks on as players of all eras line up on the turf" } ]
GCC_train_000112109	GCC_train_000112109.jpg	[ { "role": "user", "content": "Relay a brief, clear account of the picture shown.\n<image>" }, { "role": "assistant", "content": "people hosting a birthday party for cast members" } ]
GCC_train_000511035	GCC_train_000511035.jpg	[ { "role": "user", "content": "<image>\nShare a concise interpretation of the image provided." }, { "role": "assistant", "content": "the strange knee pounding exercise of holding a sideways resistance against a machine while standing on leg" } ]
GCC_train_002087354	GCC_train_002087354.jpg	[ { "role": "user", "content": "<image>\nCreate a compact narrative representing the image presented." }, { "role": "assistant", "content": "at the breakfast table ; washed down with plentiful of food" } ]
GCC_train_000545174	GCC_train_000545174.jpg	[ { "role": "user", "content": "Provide a brief description of the given image.\n<image>" }, { "role": "assistant", "content": "go ye into all the world and preach the gospel to every creature" } ]
GCC_train_001904775	GCC_train_001904775.jpg	[ { "role": "user", "content": "Render a clear and concise summary of the photo.\n<image>" }, { "role": "assistant", "content": "recovered ? pop artist was forced to postpone the leg of her tour after she had an allergic reaction to antibiotics and had to go to hospital" } ]
GCC_train_000210883	GCC_train_000210883.jpg	[ { "role": "user", "content": "Provide a brief description of the given image.\n<image>" }, { "role": "assistant", "content": "cars on the causeway leading" } ]
GCC_train_002203761	GCC_train_002203761.jpg	[ { "role": "user", "content": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "role": "assistant", "content": "time lapse moving clouds reflected in the windows of the skyscraper ." } ]
GCC_train_000389824	GCC_train_000389824.jpg	[ { "role": "user", "content": "Render a clear and concise summary of the photo.\n<image>" }, { "role": "assistant", "content": "an extreme closeup of a zooming camera lens" } ]
GCC_train_001040916	GCC_train_001040916.jpg	[ { "role": "user", "content": "Present a compact description of the photo's key features.\n<image>" }, { "role": "assistant", "content": "hand holding a piece of paper with sketchy capital letter t , isolated on white ." } ]
GCC_train_000771625	GCC_train_000771625.jpg	[ { "role": "user", "content": "Provide a brief description of the given image.\n<image>" }, { "role": "assistant", "content": "a lightbulb held by hands ." } ]
GCC_train_000572859	GCC_train_000572859.jpg	[ { "role": "user", "content": "Write a terse but informative summary of the picture.\n<image>" }, { "role": "assistant", "content": "design concept of an office tower ." } ]
GCC_train_002220496	GCC_train_002220496.jpg	[ { "role": "user", "content": "<image>\nRelay a brief, clear account of the picture shown." }, { "role": "assistant", "content": "when my friend went to the concert in fans kept coming up to her thinking she was actually country pop artist" } ]
GCC_train_002548273	GCC_train_002548273.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "the bodybuilder also made the rather surprising revelation that she and her first husband met each other in a car park" } ]
GCC_train_000465383	GCC_train_000465383.jpg	[ { "role": "user", "content": "Provide a brief description of the given image.\n<image>" }, { "role": "assistant", "content": "power pole in sunset with nice clouds and a red sky ." } ]
GCC_train_002046768	GCC_train_002046768.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "emerald dresses for the bridesmaids with the maid of honor" } ]
GCC_train_002720437	GCC_train_002720437.jpg	[ { "role": "user", "content": "Describe the image concisely.\n<image>" }, { "role": "assistant", "content": "actor painted her digits a dark black hue for the oscars ." } ]
GCC_train_002346220	GCC_train_002346220.jpg	[ { "role": "user", "content": "<image>\nGive a short and clear explanation of the subsequent image." }, { "role": "assistant", "content": "view of a mountain range through a skier 's goggles" } ]
GCC_train_000005572	GCC_train_000005572.jpg	[ { "role": "user", "content": "Write a terse but informative summary of the picture.\n<image>" }, { "role": "assistant", "content": "a silhouetted helicopter flying through brilliant orange clouds during sunrise over cape" } ]
GCC_train_001806972	GCC_train_001806972.jpg	[ { "role": "user", "content": "Share a concise interpretation of the image provided.\n<image>" }, { "role": "assistant", "content": "person , sports a green afro and beard as he watches the parade from his fathers shoulders" } ]
GCC_train_001694191	GCC_train_001694191.jpg	[ { "role": "user", "content": "<image>\nWrite a terse but informative summary of the picture." }, { "role": "assistant", "content": "a close up of white geese with orange beaks in a cage" } ]
GCC_train_001994587	GCC_train_001994587.jpg	[ { "role": "user", "content": "Write a terse but informative summary of the picture.\n<image>" }, { "role": "assistant", "content": "# photo of the day spacecraft manufacturer published pictures of a giant iceberg separated" } ]
GCC_train_000541969	GCC_train_000541969.jpg	[ { "role": "user", "content": "Present a compact description of the photo's key features.\n<image>" }, { "role": "assistant", "content": "wish i knew who actually make this dress ... graceful dress v - neck chiffon flowing wedding dress with a high - low hem" } ]
GCC_train_000154219	GCC_train_000154219.jpg	[ { "role": "user", "content": "Offer a succinct explanation of the picture presented.\n<image>" }, { "role": "assistant", "content": "a barn and silos are next to a country road" } ]
GCC_train_002482772	GCC_train_002482772.jpg	[ { "role": "user", "content": "Offer a succinct explanation of the picture presented.\n<image>" }, { "role": "assistant", "content": "wearing this suit at # interview might raise a few eyebrows but you 'd certainly stand out from the crowd !" } ]
GCC_train_000390817	GCC_train_000390817.jpg	[ { "role": "user", "content": "<image>\nOffer a succinct explanation of the picture presented." }, { "role": "assistant", "content": "person holding a rainbow flag" } ]
GCC_train_002541681	GCC_train_002541681.jpg	[ { "role": "user", "content": "<image>\nRender a clear and concise summary of the photo." }, { "role": "assistant", "content": "travel icons and characters in a line style ." } ]
GCC_train_000396360	GCC_train_000396360.jpg	[ { "role": "user", "content": "<image>\nGive a short and clear explanation of the subsequent image." }, { "role": "assistant", "content": "person poses for a photo during a photo session" } ]
GCC_train_002619335	GCC_train_002619335.jpg	[ { "role": "user", "content": "<image>\nPresent a compact description of the photo's key features." }, { "role": "assistant", "content": "actor and businessperson attend the 55th festival screening ." } ]
GCC_train_000168494	GCC_train_000168494.jpg	[ { "role": "user", "content": "Render a clear and concise summary of the photo.\n<image>" }, { "role": "assistant", "content": "runners compete in a 5k at sunset ." } ]
GCC_train_002041927	GCC_train_002041927.jpg	[ { "role": "user", "content": "Offer a succinct explanation of the picture presented.\n<image>" }, { "role": "assistant", "content": "award winner knocked the ball away from basketball center during the first half of their game" } ]
GCC_train_000725793	GCC_train_000725793.jpg	[ { "role": "user", "content": "<image>\nDescribe the image concisely." }, { "role": "assistant", "content": "an aerial shot of soybean field ripening at spring season , agricultural landscape" } ]

End of preview.

LLaVA-Pretrain-595K

A clean, simple dataset adapted from liuhaotian/LLaVA-CC3M-Pretrain-595K for visual instruction tuning.

Files

llava_pretrain_595k.jsonl - 595K conversation examples (276 MB)
images.tar - Corresponding images (6.93 GB)

Usage

Extract images and load with PyTorch:

tar -xf images.tar

import json
import os
import tarfile
import urllib.request
from PIL import Image
from torch.utils.data import Dataset

class LLaVADataset(Dataset):
    def __init__(self, cache_dir='./llava_cache'):
        self.cache_dir = cache_dir
        os.makedirs(cache_dir, exist_ok=True)
        
        jsonl_path = os.path.join(cache_dir, 'llava_pretrain_595k.jsonl')
        images_dir = os.path.join(cache_dir, 'images')
        
        # Download JSONL if not exists
        if not os.path.exists(jsonl_path):
            print("Downloading JSONL file...")
            urllib.request.urlretrieve(
                'https://huggingface.co/datasets/iiTzEddy/LLaVA-Pretrain-595K/resolve/main/llava_pretrain_595k.jsonl',
                jsonl_path
            )
        
        # Download and extract images if not exists
        if not os.path.exists(images_dir):
            tar_path = os.path.join(cache_dir, 'images.tar')
            if not os.path.exists(tar_path):
                print("Downloading images tar (6.93 GB)...")
                urllib.request.urlretrieve(
                    'https://huggingface.co/datasets/iiTzEddy/LLaVA-Pretrain-595K/resolve/main/images.tar',
                    tar_path
                )
            
            print("Extracting images...")
            with tarfile.open(tar_path, 'r') as tar:
                tar.extractall(cache_dir)
            
            # Clean up tar file to save space
            os.remove(tar_path)
        
        # Load data
        with open(jsonl_path, 'r') as f:
            self.data = [json.loads(line) for line in f]
        self.images_dir = images_dir
    
    def __len__(self):
        return len(self.data)
    
    def __getitem__(self, idx):
        item = self.data[idx]
        image_path = os.path.join(self.images_dir, item['image'])
        image = Image.open(image_path)
        return {
            'image': image,
            'messages': item['messages'],
            'id': item['id']
        }

# Usage - automatically downloads and caches everything
dataset = LLaVADataset()

Data Format

Each JSONL line contains:

{
  "id": "GCC_train_002582585",
  "image": "GCC_train_002582585.jpg",
  "messages": [
    {
      "role": "user",
      "content": "Provide a brief description of the given image.\n<image>"
    },
    {
      "role": "assistant", 
      "content": "olive oil is a healthy ingredient used liberally ."
    }
  ]
}

License

Must comply with CC-3M license.

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