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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 2 new columns ({'url', 'blip_caption'}) and 1 missing columns ({'conversations'}).

This happened while the json dataset builder was generating data using

hf://datasets/liuhaotian/LLaVA-Pretrain/blip_laion_cc_sbu_558k_meta.json (at revision 70f9d1e5e1a697fe35830875cfc7de1dd590d727)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              url: string
              id: string
              image: string
              blip_caption: string
              to
              {'id': Value(dtype='string', id=None), 'image': Value(dtype='string', id=None), 'conversations': [{'from': Value(dtype='string', id=None), 'value': Value(dtype='string', id=None)}]}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1316, in compute_config_parquet_and_info_response
                  parquet_operations, partial = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 909, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 2 new columns ({'url', 'blip_caption'}) and 1 missing columns ({'conversations'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/liuhaotian/LLaVA-Pretrain/blip_laion_cc_sbu_558k_meta.json (at revision 70f9d1e5e1a697fe35830875cfc7de1dd590d727)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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image
string
id
string
conversations
list
00453/004539375.jpg
004539375
[ { "from": "human", "value": "Render a clear and concise summary of the photo.\n<image>" }, { "from": "gpt", "value": "select luxury furniture 3 - inch gel memory foam mattress topper" } ]
00223/002239345.jpg
002239345
[ { "from": "human", "value": "Write a terse but informative summary of the picture.\n<image>" }, { "from": "gpt", "value": "a grey watch with an army style strap" } ]
00594/005947502.jpg
005947502
[ { "from": "human", "value": "<image>\nWhat is this?" }, { "from": "gpt", "value": "a dragon kite flying in the blue sky stock images" } ]
00511/005116462.jpg
005116462
[ { "from": "human", "value": "<image>\nRender a clear and concise summary of the photo." }, { "from": "gpt", "value": "$ 10 - cute cheap printed mini dress - khaki multicolor striped floral print peasant short sleeve tunic" } ]
00201/002017886.jpg
002017886
[ { "from": "human", "value": "What is in the photo?\n<image>" }, { "from": "gpt", "value": "augmented reality using aruco markers in opencv" } ]
00181/001819539.jpg
001819539
[ { "from": "human", "value": "Describe the image concisely.\n<image>" }, { "from": "gpt", "value": "a pair of childrens boots in the shape of knitted shoes" } ]
00283/002838027.jpg
002838027
[ { "from": "human", "value": "Share a concise interpretation of the image provided.\n<image>" }, { "from": "gpt", "value": "floral watercolor clip art rose flower border with pink" } ]
00040/000406392.jpg
000406392
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "the divine queen in her elaborate masks canvas print featuring the face and hands of a woman with red hair" } ]
00628/006288475.jpg
006288475
[ { "from": "human", "value": "<image>\nWhat is this?" }, { "from": "gpt", "value": "an aerial view of paris at night from a plane stock photo" } ]
00007/000075539.jpg
000075539
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "the nike air trainer low in desert tan and black" } ]
00164/001649122.jpg
001649122
[ { "from": "human", "value": "<image>\nPresent a compact description of the photo's key features." }, { "from": "gpt", "value": "a illustration of a dj in a crowd with the text so dop" } ]
00232/002326944.jpg
002326944
[ { "from": "human", "value": "Share a concise interpretation of the image provided.\n<image>" }, { "from": "gpt", "value": "floor plan of cottage type house, 1 bedroom" } ]
00009/000093116.jpg
000093116
[ { "from": "human", "value": "Render a clear and concise summary of the photo.\n<image>" }, { "from": "gpt", "value": "a cat looking back sitting on a rock at the ocean vacation & travel summer beach ocean animal pet animals dog" } ]
00095/000951660.jpg
000951660
[ { "from": "human", "value": "<image>\nDescribe the image concisely." }, { "from": "gpt", "value": "a small toy bin with a raccoon print" } ]
00636/006366709.jpg
006366709
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "business people at conference table, with a text saying why smart managers don't do sales meetings" } ]
00020/000205111.jpg
000205111
[ { "from": "human", "value": "What is this?\n<image>" }, { "from": "gpt", "value": "the peanuts cartoon show, with a girl and a man holding up a sign that says, she's" } ]
00306/003062571.jpg
003062571
[ { "from": "human", "value": "Share a concise interpretation of the image provided.\n<image>" }, { "from": "gpt", "value": "anker case for the jbl boom 2" } ]
00553/005531752.jpg
005531752
[ { "from": "human", "value": "<image>\nWrite a terse but informative summary of the picture." }, { "from": "gpt", "value": "the front saddle seat pack is attached to a bike's saddle" } ]
00538/005389063.jpg
005389063
[ { "from": "human", "value": "What is this?\n<image>" }, { "from": "gpt", "value": "elisabeth henning" } ]
00371/003713357.jpg
003713357
[ { "from": "human", "value": "Provide a brief description of the given image.\n<image>" }, { "from": "gpt", "value": "a group of people on an inflatable raft, in a rapid white water river with a wave breaking" } ]
00148/001489285.jpg
001489285
[ { "from": "human", "value": "Summarize the visual content of the image.\n<image>" }, { "from": "gpt", "value": "an orange traffic cone with a red flashing light" } ]
00356/003569527.jpg
003569527
[ { "from": "human", "value": "<image>\nDescribe the image concisely." }, { "from": "gpt", "value": "calculations for pca" } ]
00008/000082148.jpg
000082148
[ { "from": "human", "value": "<image>\nWhat is in the photo?" }, { "from": "gpt", "value": "christmas greeting with wreath and red bauble on white background, scandinavian christmas text" } ]
00095/000956213.jpg
000956213
[ { "from": "human", "value": "Describe the image concisely.\n<image>" }, { "from": "gpt", "value": "nickelodeons new rugger" } ]
00649/006498284.jpg
006498284
[ { "from": "human", "value": "<image>\nProvide a brief description of the given image." }, { "from": "gpt", "value": "the coffee maker stickers and stickers pack" } ]
00361/003618761.jpg
003618761
[ { "from": "human", "value": "<image>\nProvide a brief description of the given image." }, { "from": "gpt", "value": "arsenal womans 18 / 21 long sleeve training top" } ]
00456/004564488.jpg
004564488
[ { "from": "human", "value": "What is in the photo?\n<image>" }, { "from": "gpt", "value": "a group of british motorcycle gear and helmets" } ]
00439/004398009.jpg
004398009
[ { "from": "human", "value": "Present a compact description of the photo's key features.\n<image>" }, { "from": "gpt", "value": "a burgundy book with a boat floating in the water" } ]
00347/003472061.jpg
003472061
[ { "from": "human", "value": "Summarize the visual content of the image.\n<image>" }, { "from": "gpt", "value": "rochelle lovett and joe manda" } ]
00336/003362053.jpg
003362053
[ { "from": "human", "value": "<image>\nRender a clear and concise summary of the photo." }, { "from": "gpt", "value": "twit, synonym for twit, synonym for twit" } ]
00297/002972155.jpg
002972155
[ { "from": "human", "value": "Share a concise interpretation of the image provided.\n<image>" }, { "from": "gpt", "value": "the makers faire on a blue and white background with the logo of maker faire on it" } ]
00174/001745272.jpg
001745272
[ { "from": "human", "value": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "from": "gpt", "value": "alpina sunglasses explorer black matt" } ]
00044/000448786.jpg
000448786
[ { "from": "human", "value": "<image>\nGive a short and clear explanation of the subsequent image." }, { "from": "gpt", "value": "two photos one is an orange lamp and the other is a white light" } ]
00195/001952409.jpg
001952409
[ { "from": "human", "value": "<image>\nGive a brief description of the image." }, { "from": "gpt", "value": "the data center features three tablets, a tablet monitor and various diagrams" } ]
00041/000412068.jpg
000412068
[ { "from": "human", "value": "Share a concise interpretation of the image provided.\n<image>" }, { "from": "gpt", "value": "the nike air zoom elite is a sleek, lightweight shoe that will fit all the needs to pack up with" } ]
00193/001938755.jpg
001938755
[ { "from": "human", "value": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "from": "gpt", "value": "green tackle and ball fundraiser flyer" } ]
00264/002648198.jpg
002648198
[ { "from": "human", "value": "Provide a brief description of the given image.\n<image>" }, { "from": "gpt", "value": "men's black and red ohio duck river jacket" } ]
00317/003172346.jpg
003172346
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "the aerial view of the marina and resort of benissa, near barcelona, on the coast of the mediterranean" } ]
00089/000896428.jpg
000896428
[ { "from": "human", "value": "<image>\nPresent a compact description of the photo's key features." }, { "from": "gpt", "value": "a phone on a red background, with a white and red text that reads spread positivity" } ]
00067/000678978.jpg
000678978
[ { "from": "human", "value": "Describe the image concisely.\n<image>" }, { "from": "gpt", "value": "ufc ufc announces welterweights to the ring on the next episode of wwe" } ]
00145/001455885.jpg
001455885
[ { "from": "human", "value": "Share a concise interpretation of the image provided.\n<image>" }, { "from": "gpt", "value": "the chandelier with a glass center and gold finish" } ]
00514/005147220.jpg
005147220
[ { "from": "human", "value": "<image>\nPresent a compact description of the photo's key features." }, { "from": "gpt", "value": "minister vijay kumar reddy addressing to media in visanagar, west bengal | hyderabad tv" } ]
00328/003286865.jpg
003286865
[ { "from": "human", "value": "<image>\nDescribe the image concisely." }, { "from": "gpt", "value": "the midland charity ball flyer" } ]
00491/004915801.jpg
004915801
[ { "from": "human", "value": "What is this?\n<image>" }, { "from": "gpt", "value": "space station and rose tank shirt" } ]
00308/003085194.jpg
003085194
[ { "from": "human", "value": "<image>\nGive a short and clear explanation of the subsequent image." }, { "from": "gpt", "value": "the process of using rfps to identify the operational environment" } ]
00408/004088496.jpg
004088496
[ { "from": "human", "value": "<image>\nRender a clear and concise summary of the photo." }, { "from": "gpt", "value": "a bar graph shows the chromosome level and the age of the kinases of phosphoruso - 308 / mg" } ]
00367/003674579.jpg
003674579
[ { "from": "human", "value": "<image>\nSummarize the visual content of the image." }, { "from": "gpt", "value": "platinum 1 01 princess cut pave diamond engagement rings" } ]
00005/000054222.jpg
000054222
[ { "from": "human", "value": "<image>\nWhat is this?" }, { "from": "gpt", "value": "a drawing of a bonsail with a frame behind it" } ]
00106/001066082.jpg
001066082
[ { "from": "human", "value": "<image>\nGive a short and clear explanation of the subsequent image." }, { "from": "gpt", "value": "the bands against breast cancer logo" } ]
00001/000019465.jpg
000019465
[ { "from": "human", "value": "<image>\nProvide a brief description of the given image." }, { "from": "gpt", "value": "the bunk room" } ]
00530/005301430.jpg
005301430
[ { "from": "human", "value": "Present a compact description of the photo's key features.\n<image>" }, { "from": "gpt", "value": "the raven legacy of a master thief" } ]
00244/002448962.jpg
002448962
[ { "from": "human", "value": "<image>\nShare a concise interpretation of the image provided." }, { "from": "gpt", "value": "a porch at rockytop, a 2 bedroom cabin rental located in pigeon country" } ]
00109/001095007.jpg
001095007
[ { "from": "human", "value": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "from": "gpt", "value": "the wrecker by clive cussler and justin scott" } ]
00155/001558989.jpg
001558989
[ { "from": "human", "value": "Provide a brief description of the given image.\n<image>" }, { "from": "gpt", "value": "new york red bulls bamboo iphone case" } ]
00027/000275473.jpg
000275473
[ { "from": "human", "value": "<image>\nProvide a brief description of the given image." }, { "from": "gpt", "value": "the monster girls in the pit at brno" } ]
00306/003060719.jpg
003060719
[ { "from": "human", "value": "Summarize the visual content of the image.\n<image>" }, { "from": "gpt", "value": "the test - footed nerve's steps an evening with frank zappa by michael e schwartz" } ]
00535/005353120.jpg
005353120
[ { "from": "human", "value": "<image>\nWhat is in the photo?" }, { "from": "gpt", "value": "front panel bracket cover for suzuki" } ]
00230/002306499.jpg
002306499
[ { "from": "human", "value": "What is this?\n<image>" }, { "from": "gpt", "value": "vampire nights - the new adventures of vampire nights 1" } ]
00115/001154889.jpg
001154889
[ { "from": "human", "value": "Describe the image concisely.\n<image>" }, { "from": "gpt", "value": "the soprano christmas sweatshirt with a santa claus head on it" } ]
00010/000108574.jpg
000108574
[ { "from": "human", "value": "Provide a brief description of the given image.\n<image>" }, { "from": "gpt", "value": "rock formations near the dolomite mountains in italy" } ]
00005/000051961.jpg
000051961
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "a model presents a costume in the costume contest" } ]
00076/000769514.jpg
000769514
[ { "from": "human", "value": "Provide a brief description of the given image.\n<image>" }, { "from": "gpt", "value": "red rock swing band" } ]
00500/005002288.jpg
005002288
[ { "from": "human", "value": "<image>\nDescribe the image concisely." }, { "from": "gpt", "value": "2 piece children turban baby hat fashion pearl flower cotton bow knot headband toddler baby cap cute" } ]
00033/000338977.jpg
000338977
[ { "from": "human", "value": "<image>\nShare a concise interpretation of the image provided." }, { "from": "gpt", "value": "the drum player and drummer of the marching unit march in a parade" } ]
00188/001881338.jpg
001881338
[ { "from": "human", "value": "Provide a brief description of the given image.\n<image>" }, { "from": "gpt", "value": "a golf flag mounted with the logo of a pga tournament" } ]
00047/000477760.jpg
000477760
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "a portrait of an old woman in a purple dress with tia tia and diamond earrings" } ]
00014/000140736.jpg
000140736
[ { "from": "human", "value": "Provide a brief description of the given image.\n<image>" }, { "from": "gpt", "value": "a gold lamp that is hanging from the ceiling" } ]
00046/000466761.jpg
000466761
[ { "from": "human", "value": "<image>\nProvide a brief description of the given image." }, { "from": "gpt", "value": "a clipboard and a pen with the words public health emergency next to it on a white table" } ]
00121/001217151.jpg
001217151
[ { "from": "human", "value": "<image>\nWhat is in the photo?" }, { "from": "gpt", "value": "a single - handle faucet with extended pop - up handles" } ]
00003/000033482.jpg
000033482
[ { "from": "human", "value": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "from": "gpt", "value": "a close up shot of two cups with the nashville skyline in black and white" } ]
00155/001553848.jpg
001553848
[ { "from": "human", "value": "Summarize the visual content of the image.\n<image>" }, { "from": "gpt", "value": "shah qur, his friend, and an indian family in the uae" } ]
00376/003761714.jpg
003761714
[ { "from": "human", "value": "<image>\nWrite a terse but informative summary of the picture." }, { "from": "gpt", "value": "6 plates stainless steel griddle table griddles for electric flat top griddle grill" } ]
00287/002879592.jpg
002879592
[ { "from": "human", "value": "<image>\nProvide a brief description of the given image." }, { "from": "gpt", "value": "window catch bronze brass" } ]
00199/001999543.jpg
001999543
[ { "from": "human", "value": "Present a compact description of the photo's key features.\n<image>" }, { "from": "gpt", "value": "a scene from a movie that shows people dancing together in a crowded dance room" } ]
00145/001452028.jpg
001452028
[ { "from": "human", "value": "<image>\nRender a clear and concise summary of the photo." }, { "from": "gpt", "value": "a red and white election 2016 jumbo tote bag" } ]
00053/000536940.jpg
000536940
[ { "from": "human", "value": "<image>\nPresent a compact description of the photo's key features." }, { "from": "gpt", "value": "the marble bathroom features white and black marble walls and floors" } ]
00361/003617195.jpg
003617195
[ { "from": "human", "value": "<image>\nPresent a compact description of the photo's key features." }, { "from": "gpt", "value": "a red tin has the word maxwell house coffee in it" } ]
00503/005032770.jpg
005032770
[ { "from": "human", "value": "<image>\nProvide a brief description of the given image." }, { "from": "gpt", "value": "the new benetem 33" } ]
00107/001071511.jpg
001071511
[ { "from": "human", "value": "<image>\nDescribe the image concisely." }, { "from": "gpt", "value": "a little white baby clothes set with polo neck collar, shorts and shirt" } ]
00351/003511400.jpg
003511400
[ { "from": "human", "value": "Write a terse but informative summary of the picture.\n<image>" }, { "from": "gpt", "value": "anipeit tropical parrot food" } ]
00192/001928073.jpg
001928073
[ { "from": "human", "value": "What is in the photo?\n<image>" }, { "from": "gpt", "value": "a man who loves to play drums mugs" } ]
00417/004171642.jpg
004171642
[ { "from": "human", "value": "Give a short and clear explanation of the subsequent image.\n<image>" }, { "from": "gpt", "value": "bunches of rebars with iron bar" } ]
00222/002228340.jpg
002228340
[ { "from": "human", "value": "<image>\nSummarize the visual content of the image." }, { "from": "gpt", "value": "modeling complex systems volume 23 of the computer vision" } ]
00136/001365521.jpg
001365521
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "a black bmw m140i sports hatch from a dealer's garage" } ]
00026/000267756.jpg
000267756
[ { "from": "human", "value": "<image>\nPresent a compact description of the photo's key features." }, { "from": "gpt", "value": "the main street in malmo, and some people walking around on a sunny day" } ]
00421/004211582.jpg
004211582
[ { "from": "human", "value": "<image>\nWhat is this?" }, { "from": "gpt", "value": "carrs toi n068m2 green black" } ]
00650/006509679.jpg
006509679
[ { "from": "human", "value": "<image>\nSummarize the visual content of the image." }, { "from": "gpt", "value": "6kw invertor battery controller, 3 phase control with power output voltage indicator, 12a" } ]
00179/001792187.jpg
001792187
[ { "from": "human", "value": "<image>\nWhat is this?" }, { "from": "gpt", "value": "a skull and cross bones sticker sits on the floor" } ]
00564/005643616.jpg
005643616
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "an image of a man wearing a multicolored vest tank top" } ]
00135/001358562.jpg
001358562
[ { "from": "human", "value": "Render a clear and concise summary of the photo.\n<image>" }, { "from": "gpt", "value": "purple rain trousers with black and silver reflective details" } ]
00284/002846089.jpg
002846089
[ { "from": "human", "value": "Render a clear and concise summary of the photo.\n<image>" }, { "from": "gpt", "value": "an image of vintage reindeer sweater" } ]
00318/003184510.jpg
003184510
[ { "from": "human", "value": "<image>\nDescribe the image concisely." }, { "from": "gpt", "value": "the quote on positiveness is one of the most difficult things people take different roads" } ]
00028/000287377.jpg
000287377
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "england women's cricketers batsman person plays the ball as she hits out during the cricket international match against" } ]
00433/004330598.jpg
004330598
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "fundamentals of finite element analysis" } ]
00017/000176395.jpg
000176395
[ { "from": "human", "value": "<image>\nRender a clear and concise summary of the photo." }, { "from": "gpt", "value": "cut paper on a piece of craft paper and glue to create the bow" } ]
00427/004271632.jpg
004271632
[ { "from": "human", "value": "Give a brief description of the image.\n<image>" }, { "from": "gpt", "value": "blue cartoon fish photo greeting card" } ]
00366/003662504.jpg
003662504
[ { "from": "human", "value": "<image>\nWrite a terse but informative summary of the picture." }, { "from": "gpt", "value": "the graph shows the trend of carbon dioxide concentrations in earth's atmosphere as compared to the percentage of greenhouse" } ]
00317/003174711.jpg
003174711
[ { "from": "human", "value": "<image>\nWhat is in the photo?" }, { "from": "gpt", "value": "1 month full page seo traffic from seo for the most profitable website" } ]
00137/001377789.jpg
001377789
[ { "from": "human", "value": "Write a terse but informative summary of the picture.\n<image>" }, { "from": "gpt", "value": "the young lady in leopard print pencil skirt" } ]
00383/003838999.jpg
003838999
[ { "from": "human", "value": "Share a concise interpretation of the image provided.\n<image>" }, { "from": "gpt", "value": "assassin's revelations ultimatum edition - pc dvd" } ]
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LLaVA Visual Instruct Pretrain Dataset Card

Dataset details

Dataset type: LLaVA Visual Instruct Pretrain LCS-558K is a subset of LAION/CC/SBU dataset, filtered with a more balanced concept coverage distribution. Captions are also associated with BLIP synthetic caption for reference. It is constructed for the pretraining stage for feature alignment in visual instruction tuning. We aim to build large multimodal towards GPT-4 vision/language capability.

Dataset date: LLaVA Visual Instruct CC3M Pretrain 595K was created in May 2023.

Dataset structure:

  • blip_laion_cc_sbu_558k.json contains the multimodal synthesized conversation from the image-caption pairs, by adding randomly selected instructions like: "Describe this image". It is used for pretraining in LLaVA. We use the raw CC-3M caption as the default answer.
  • blip_laion_cc_sbu_558k_meta.json contains the meta data of the image file name, image URL, synthetic BLIP caption.
  • images.zip contains all raw images of the filtered subset from LAION/CC/SBU. Important notice: Upon the request from the community, as ~15% images of the original LAION/CC/SBU dataset are no longer accessible, we upload images.zip for better reproducing our work in research community. It should not be used for any other purpose. The use of these images must comply with the LAION/CC/SBU license. This may be taken down when requested by the original LAION/CC/SBU dataset owner or owners of the referenced images.

Paper or resources for more information: https://llava-vl.github.io/

License: Must comply with license of CC-3M, BLIP (if you use their synthetic caption).

CC-3M The dataset may be freely used for any purpose, although acknowledgement of Google LLC ("Google") as the data source would be appreciated. The dataset is provided "AS IS" without any warranty, express or implied. Google disclaims all liability for any damages, direct or indirect, resulting from the use of the dataset.

Where to send questions or comments about the model: https://github.com/haotian-liu/LLaVA/issues

Intended use

Primary intended uses: The primary use of LLaVA is research on large multimodal models and chatbots.

Primary intended users: The primary intended users of the model are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.

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