Add deduplicated HPDv2 prompts

.gitattributes

@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+hpdv2/train.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -12,11 +12,14 @@ flowgrpo_ocr/                    # OCR-style prompts from flowGRPO
 flowgrpo_pickscore/              # PickScore prompts from flowGRPO
 ├── train.jsonl                  # 25,432
 └── test.jsonl                   # 2,048
+
+hpdv2/                           # Deduplicated prompts from HPDv2
+├── train.jsonl                  # 103,672
+└── test.jsonl                   # 242
 ```
 
-Directory prefixes (`flowgrpo_*`) record the upstream source so the schema
-stays clear when more datasets land here later (other reward families,
-internal prompts, etc.).
+Directory names record the upstream source so the schema stays clear when
+more datasets land here later (other reward families, internal prompts, etc.).
 
 ## Format
 
@@ -46,3 +49,12 @@ python train_diffusion.py \
 [flow_grpo](https://github.com/yifan123/flow_grpo)'s
 `dataset/{ocr,pickscore}/{train,test}.txt` files (one prompt per line) and
 converted to `{"input": prompt}` JSONL format.
+
+`hpdv2/`: extracted from the `prompt` field of
+[`ymhao/HPDv2`](https://huggingface.co/datasets/ymhao/HPDv2) at revision
+`bb0f2563e451e11c3f376b2ba93615db00e042e1`. Prompts are stripped, empty or
+non-string values are dropped, and each source split is deduplicated while
+preserving first occurrence. Prompts present in `train` are removed from
+`test`, leaving no cross-split overlap. The source dataset is licensed under
+Apache-2.0; please cite the original
+[HPSv2 paper](https://arxiv.org/abs/2306.09341) when using these prompts.

hpdv2/test.jsonl

@@ -0,0 +1,242 @@
+{"input": "Dwayne the Rock Johnson wrestles Jesus Christ in a WWE match in a hell in a cell."}
+{"input": "Ralsei and Asriel from Deltarune eating pizza."}
+{"input": "A portrait of two women with purple hair flying in different directions against a dark background."}
+{"input": "A cat in a tutu dancing to Swan Lake."}
+{"input": "Link fights an octorok in a cave in a Don Bluth-style from The Legend of Zelda, Breath of the Wild."}
+{"input": "A cat with two horns on its head."}
+{"input": "The image is a portrait of Homer Simpson as a Na'vi from Avatar, created with vibrant colors and highly detailed in a cinematic style reminiscent of romanticism by Eugene de Blaas and Ross Tran, available on Artstation with credits to Greg Rutkowski."}
+{"input": "A depiction of Chucky, the killer doll in anime style."}
+{"input": "The image features artwork in the style of Neon Genesis Evangelion, with a colorful anime design of John Key."}
+{"input": "Totem pole made out of cats."}
+{"input": "An anime girl is riding a bicycle in Akihabara, resembling the style seen in Studio Ghibli films, and the depiction is detailed."}
+{"input": "A corgi puppy with many eyes depicted in a horror manga drawn by Junji Ito."}
+{"input": "Miss Piggy dressed in futuristic outfit resembling Leeloo from The Fifth Element."}
+{"input": "Teenage boy wearing a skull mask and smoking."}
+{"input": "A vampire wearing Dr. Martens shoes."}
+{"input": "A one-eyed dwarf wizard holding a flagon in clean cel shaded vector art."}
+{"input": "The image is of Pixel Art Huggy Wuggy performing a jumpscare."}
+{"input": "A slime monster."}
+{"input": "An anthropomorphized block of tofu cartoon-style busting through a brick wall, inspired by Kool Aid man."}
+{"input": "A kitten with a panda coloring eating bamboo."}
+{"input": "Popcorn in mouth."}
+{"input": "A white polar bear cub wearing sunglasses sits in a meadow with flowers."}
+{"input": "A cute rainbow kitten with different colored eyes in the chibi-style of Studio Ghibli is featured on a postcard."}
+{"input": "Scene from Muppet Mad Max-Fury Road."}
+{"input": "Astolfo, an anime character, wearing a witch hat and lab coat, is flying on a broom while hexing in a forest."}
+{"input": "The image shows centric diatoms."}
+{"input": "A spaceship in an empty landscape."}
+{"input": "A mechanical planet amidst a space war with superships and exploding stars, featuring steampunk and clockpunk elements."}
+{"input": "A photo of a mechanical angel woman with crystal wings, in the sci-fi style of Stefan Kostic, created by Stanley Lau and Artgerm."}
+{"input": "Anthropomorphic alien plant creature with big eyes and leafy limbs depicted in a detailed painting."}
+{"input": "A cyber girl with demon horns holds a black feather in front of a cybercity with a gloomy expression."}
+{"input": "A massive and brightly colored spacecraft in a deserted landscape, depicted in retro 1960s sci-fi art."}
+{"input": "A photorealistic image from a furry fandom convention set in a biopunk era after the genetic revolution and quantum singularity."}
+{"input": "Gillian Anderson in a science fiction film directed by John Carpenter."}
+{"input": "The image depicts a muscular blonde butch tomboy engineer wearing a patched flight suit, set in a detailed sci-fi environment with cinematic lighting and crepuscular rays."}
+{"input": "A digital art image of a detailed surreal alien biomechanical temple interior by Giger."}
+{"input": "A key visual of a young female swat officer with a neon futuristic gas mask in a cyberpunk setting."}
+{"input": "A person wearing a lab coat holding a green apple and standing in front of a whiteboard filled with equations and diagrams."}
+{"input": "Scene from the 1931 science fiction film \"Escape from New York.\""}
+{"input": "Sandman wearing black clothing, in a sci-fi themed digital painting by Greg Rutkowski."}
+{"input": "A man watches an old TV while toxic slime and debris pour from the cracked steampunk ceiling into a glowing, neon-lit room."}
+{"input": "A jellyfish sleeping in a space station pod."}
+{"input": "Dr. Pepper floating in space, viewed through the window of a spaceship."}
+{"input": "Alien abduction depicted in a blurry, old polaroid with lost and later found footage."}
+{"input": "A ginger haired mouse mechanic in blue overalls in a cyberpunk scene with neon slums in the background."}
+{"input": "Looking down at a destroyed city from a plane."}
+{"input": "Witches performing a ritual in a dark mall."}
+{"input": "The image depicts a concept car resembling a supercar or hypercar with a chrome reflection and global illumination."}
+{"input": "A detailed and realistic fantasy Proto-Slavic skinny red troll creature."}
+{"input": "Lava falls upon a crumbling stadium as crowds panic."}
+{"input": "Image of a woman with snakes in her mouth, surrounded by flowers and a twisted branch background, created by various artists, with a dark and moody atmosphere."}
+{"input": "Mixed media collage with broken glass photo and torn paper textures in a contemporary art style."}
+{"input": "An alter made of bones with a glowing pineapple lamp on it and surrounded by candles, in front of a swirling mist with epic lighting."}
+{"input": "A 3D render of a volcanic icon on a rocky background, in isometric perspective and darkly lit."}
+{"input": "Sonic the Hedgehog depicted as a muscular Greek god in a highly detailed digital painting by Greg Rutkowski and Alphonse Mucha on Artstation."}
+{"input": "The image is a highly detailed concept art of a medieval city, with a cinematic style and painted beautifully in oil by various artists including Wlop, Greg Rutkowski, and Artgerm, and can be viewed on Artstation."}
+{"input": "An abandoned Israeli bus station in Tel Aviv depicted in a flat, colorful Ghibli-style digital artwork by Makoto Shinkai."}
+{"input": "The image depicts alien flowers and plants surrounded by visceral exoskeletal formations in front of mythical mountains with dramatic contrast lighting, created with surreal hyper detailing in a 3D render."}
+{"input": "Grogu is featured in the center of the image, with a cloudy sky, sun, and neon lights in the background, utilizing the rule of thirds and incorporating elements of retrofuturism and Studio Ghibli-inspired aesthetics."}
+{"input": "Undead army on riding beasts with symbols and music."}
+{"input": "Kinetic wind sculpture in 3D render."}
+{"input": "A warrior in glowing azure plate armor stands in a doorway to hell sliced by iridescent glass cracks, with crimson clouds and an art deco palace backdrop."}
+{"input": "A male elf wearing heavy armor with a cape and a weathered face portrayed in detailed, smooth illustration."}
+{"input": "A digital painting by Loish featuring a rush of half-body, cyberpunk androids and cyborgs adorned with intricate jewelry and colorful holographic dreads."}
+{"input": "An investigator fights a tentacled monster in a finely detailed horror film still."}
+{"input": "American cowboy with a scruffy appearance in a retrofuturistic style, inspired by the animations of Studio Ghibli."}
+{"input": "A dragon standing in a forest, drinking river water."}
+{"input": "White lines depict topography on a black background."}
+{"input": "A planisphere lavalamp glows inside a glass jar buried in sand with swirling mist around it."}
+{"input": "A full-body wide-angle photo of a wooden art doll by Agostino Arrivabene, depicting a peaceful sleeping pose."}
+{"input": "A photorealistic 3D render of wooly mammoths grazing in a surreal mystical forest with a bright winding blue creek."}
+{"input": "The image is titled \"Queen of the Robots,\" created by artists Greg Rutowski, Victo Ngai, and Alphonse Mucha."}
+{"input": "A point and click adventure based on Breaking Bad."}
+{"input": "The image depicts a stunning supernova within a fantasy artwork on Artstation."}
+{"input": "A highly detailed portrait of Yakuza 0's Goro Majima, featuring a variety of talented artists, created using Unreal Engine and featuring intricate environments."}
+{"input": "A red-haired female knight with a golden prosthetic arm wields a long golden blade."}
+{"input": "Zarya from Overwatch jumping from a tall bridge into action."}
+{"input": "A minimalist portrait of Rita Ora by Jean Giraud, inspired by the Moebius Starwatcher comic."}
+{"input": "The image features baroque architecture by Escher and Jean Delville in the walled city of Kowloon, lit with golden lighting and displaying ornate details."}
+{"input": "A hybrid creature concept painting of a zebra-striped unicorn with bunny ears and a colorful mane."}
+{"input": "An image of a corn elemental, created as concept art for a high fantasy setting."}
+{"input": "Molten lava hanging from the ceiling creates art with octagons in a museum setting."}
+{"input": "A giant nose made of water in a restaurant is depicted in a film still with unique art direction."}
+{"input": "A red cobweb is seen inside a marble with an hourglass, lightning and intricate details, creating a sense of awe with swirling mist."}
+{"input": "A village of stone buildings built on the side of a hill glowing with silver light."}
+{"input": "A steampunk pocketwatch owl is trapped inside a glass jar buried in sand, surrounded by an hourglass and swirling mist."}
+{"input": "A pocketwatch hangs from a steam punk hot air balloon amidst a swirling mist."}
+{"input": "Small carved figurines of fantasy buildings, miniatures and standalone objects on a table."}
+{"input": "A full body character of a mouse technomage in cyberpunk armor with a neon background, painted by jorsch."}
+{"input": "Hooded figure standing over a ruined city with red haze and a grin."}
+{"input": "A lady in a purple dress sitting in a tree - concept art."}
+{"input": "A spray painted and analogue collage with canvas texture in a contemporary art style featuring a mathematically correct Tetris design."}
+{"input": "Male vampire of clan Banu Haqim with blue braided hair stands in a modern city at night surrounded by neon signs, jewelry, and tattoos."}
+{"input": "A giant cosmic tardigrade descending on Tokyo at sunset in a highly detailed concept art."}
+{"input": "The image depicts Rengoku as Lucifer morningstar in a detailed digital painting available on ArtStation, featuring smooth render and sharp focus."}
+{"input": "An image depicting a fantasy architectural concept with dramatic and cinematic touches through environmental concept art and an infographic-like display of marginalia."}
+{"input": "\"A samurai warrior made of smoke in Ghibli Studio's mystical and magical style.\""}
+{"input": "Underwater concept art of marine life in Sea of Thieves featuring a wild boar."}
+{"input": "A phantom airship."}
+{"input": "Image of a foothpath in Indian summer with Zugspitze mountain in the background, painted by Sargent, Leyendecker, and Greg Hildebrandt."}
+{"input": "A town of pod homes integrated in a forest area with water and trees, depicted in a detailed watercolor by Lurid."}
+{"input": "\"Albus Dumbledore\" - a portrait of the headmaster of Hogwarts School of Witchcraft and Wizardry from the Harry Potter series."}
+{"input": "The image is a Roy Lichtenstein emo portraying a woman with dark brown pixie hair, entirely black eyes, wearing a black tank top, leather jacket, skirt, choker, and boots."}
+{"input": "\"A portrait painting of Batman on Artstation.\""}
+{"input": "Elvis Presley performing in a jumpsuit, artwork by Alessandro Pautasso."}
+{"input": "A surreal painting by Ronny Khalil depicting a bestiary of wild emotion monsters repressed in the deep sea of the unconscious psyche, led by Baba Yaga, glowing with dramatic fire light as they prepare to escape in a revolution."}
+{"input": "A man wearing a hat performs a magic trick for Jesus in a kitchen painting by Rockwell, Lovell, and Schoonover."}
+{"input": "A graveyard at night with a moonlit grave under a sakura tree, rain falling, by Aleksandra Waliszewska."}
+{"input": "The image depicts a Studio Ghibli-style painting of a colossal, ancient ruin with a road winding through the forest, overlooking a sunrise above the cloudy sea."}
+{"input": "Portrait of a Victorian gentleman standing on a balcony, richly detailed color illustration with cinematic lighting."}
+{"input": "Panorama of Hogwarts."}
+{"input": "Close up portrait of a person speaking on the phone in front of a dark, geometrically abstract painting in the style of Sophie Taeuber-Arp, Gary Hume, and Tatsuro Kiuchi."}
+{"input": "A painting depicting a foothpath at Indian summer with an epic evening sky at sunset and low thunder clouds."}
+{"input": "A surreal dark painting featuring mythical creatures, by Ronny Khalil."}
+{"input": "The image is a painting by Pierre-Auguste Renoir of an emo with short, messy brown hair, large entirely-black eyes, wearing a black tank top, leather jacket, knee-length skirt, choker, and boots."}
+{"input": "A watercolor portrait of a woman by Luke Rueda Studios and David Downton."}
+{"input": "Cyrano de Bergerac holds Roxanne's hand in an illustrated scene by Csók István."}
+{"input": "Geometric, colorful creature painted with rough brushstrokes on an abstract background by Pavel Lizano (2018)."}
+{"input": "Oil portrait of Gearless Joe by Greg Rutowski and Alphonse Mucha."}
+{"input": "A colorful, detailed painting of a raccoon with a long, flowing mane reminiscent of a lion's, styled in a mohawk."}
+{"input": "Renaissance angel depicted in Gerhard Richter's oil painting."}
+{"input": "Portrait of Steve Buscemi by Ilya Kuvshinov."}
+{"input": "A painting by Raffaello Sanzi portraying Kajol and symbiots Riot during the Renaissance era, showcased on Artstation."}
+{"input": "Artwork by Shaun Tan."}
+{"input": "A giant minotaur warrior holding a two handed axe, depicted in a dark fantasy digital painting."}
+{"input": "A depiction of Boudica, queen and warrior, with a battlefield in the background."}
+{"input": "A Proto-Slavic hero is depicted in an intricate and elegant digital painting by multiple artists on ArtStation."}
+{"input": "A painting depicting a snowy winter scene featuring a river, a small house on a hill, and a dreamy cloudy sky."}
+{"input": "Digital painting with vivid colors and a front view featuring a magical composition."}
+{"input": "A magical hand reaching up on a dark-violet background, depicted through a digital painting."}
+{"input": "Michal Karcz has painted a beautiful landscape, featuring purple trees with intricate and elegant details."}
+{"input": "Portrait of a black man with open mouth, viewed from below, in the style of Lucian Freud."}
+{"input": "A falcon in flight, depicted in a highly detailed painting by Ilya Repin, Phil Hale, and Kent Williams."}
+{"input": "Close-up view of ancient Greek ruins set against a colourful, starry night sky creating a mystical atmosphere."}
+{"input": "A cave painting of a Stone Age party."}
+{"input": "A Weezer album painted by Hieronymus Bosch."}
+{"input": "The image depicts a Sri Lankan king, created by artist Nizovtsev, Victor."}
+{"input": "A portrait of Frank Zappa smoking, with vivid neon colors, by various artists."}
+{"input": "A portrait of Larry David playing poker by Sandra Chevrier, featured on Artstation."}
+{"input": "A white Persian cat wearing a peacock feather headdress and surrounded by flowers, in a magical realism painting."}
+{"input": "A purple and black generative art, with repeating biomorphic patterns by Patrick Heron."}
+{"input": "The Magician by René Magritte."}
+{"input": "Digital painting of a lush natural scene on an alien planet with colourful, weird vegetation, cliffs, and water by Gerald Brom."}
+{"input": "A train is moving along the track in the countryside."}
+{"input": "a castle is in the middle of a eurpean city"}
+{"input": "A lot of building on each side of the road, with a very curvy road in the middle."}
+{"input": "People standing in the grass playing with a frisbee."}
+{"input": "A street light and other road signs."}
+{"input": "Two men sitting in a green living room talking to a girl seen in the mirror."}
+{"input": "Empty double decker London bus in rural area."}
+{"input": "A plate topped with lots of different kinds of fruit."}
+{"input": "an empty bench next to a busy street."}
+{"input": "A person holding a remote while playing a game"}
+{"input": "Racing horse being guided by an asian man."}
+{"input": "there is a old rusted train sitting on the ground"}
+{"input": "baseball player swinging metal bat at home plate."}
+{"input": "Room full of people playing video games and having a party."}
+{"input": "An airplane is flying with a white line in the sky above it."}
+{"input": "Three zebras crowd around each other in a painting."}
+{"input": "a plate that has some kind of food on it"}
+{"input": "a  vehicle with many people even on top"}
+{"input": "The skater is riding very low on his board."}
+{"input": "Snow boarder falling down in almost white out conditions of snow."}
+{"input": "A brown and black dog sticking its head out a window."}
+{"input": "A train is coming along near some unusual looking tracks."}
+{"input": "A group of four friends commemorating a ski trip in the snow."}
+{"input": "Very ornate bedroom with a chandelier over the bed."}
+{"input": "A mother bear and her cub crossing a two lane road."}
+{"input": "Two little dogs looking a large pizza sitting on a table."}
+{"input": "an image of a messy counter in a bathroom"}
+{"input": "The bus is parked beside of the shopping center."}
+{"input": "Side of a street, where there is a fire hydrant and a mirror showing the street."}
+{"input": "Two young ladies seated with several other people at a dinner table."}
+{"input": "A great room with the living area in the foreground, dining table behind it and kitchen in the very back."}
+{"input": "The shadow of a person across an asphalt street next to a street sign."}
+{"input": "There is a bicycle parked next to a car."}
+{"input": "A man walking on the bea with his surfboard."}
+{"input": "A lighted birthday cake with chunks of walnuts."}
+{"input": "A woman wearing a bridal veil and suitcase poses with a man in a yellow tie."}
+{"input": "a man walking alone down the street in a velvet jacket"}
+{"input": "A person holding a very small slice on pizza between their fingers."}
+{"input": "A person flying a kite while standing in the grass."}
+{"input": "A man stands in front of a bus and a car that have collided."}
+{"input": "An airplane is flying down above a tree."}
+{"input": "A woman riding skis across snow covered ground."}
+{"input": "A bunch of people waiting in line by a rail."}
+{"input": "A man playing with a tennis racquet, on a court."}
+{"input": "A small dog looking at a white plate holding donuts."}
+{"input": "A couple of men are standing outside their car watching sheep cross a road."}
+{"input": "People rafting on a river while others ride on top of elephants."}
+{"input": "A motorcycle that is sitting in the dirt."}
+{"input": "A blue vase filled with yellow flowers on a window sill."}
+{"input": "A giraffe walking through the grass towards a wall."}
+{"input": "A baseball player pitching a baseball on a field."}
+{"input": "Bikes sit parked under trees on a city street."}
+{"input": "a young male holding a baseball bat in a baseball uniform"}
+{"input": "A clock tower with lighted clock faces, against a twilight sky."}
+{"input": "a girl a white bear a camera a tea pot and a cup"}
+{"input": "An athletic middle aged male skier courses downhill."}
+{"input": "A tanker trunk is on it's side on the side of a road near a police car."}
+{"input": "A bathroom stall containing an empty toilet in it."}
+{"input": "A flag flying with kites all around it."}
+{"input": "A train that is going by a building."}
+{"input": "The feet of Lacrosse players scramble for the ball."}
+{"input": "A little kid riding a skateboard down a sidewalk."}
+{"input": "A man with his finger held up to his nose."}
+{"input": "A man placing a turkey in an oven with oven mitts."}
+{"input": "freshly baked donuts priced to sell at 60cents each"}
+{"input": "Some giraffes are walking around the zoo exhibit."}
+{"input": "A pizza is displayed inside a pizza box."}
+{"input": "a vintage photo of a man and a nurse"}
+{"input": "A blue airplane in a blue, cloudless sky"}
+{"input": "A large dog laying on a couch in a room."}
+{"input": "A wooden trunk sitting outside with stickers on it."}
+{"input": "A white Fed Ex sitting in front of a tall building."}
+{"input": "there are three woman that are laying on the beach"}
+{"input": "Carrots bundled up for sale at an outside market"}
+{"input": "A nighstand topped with a white land-line phone, remote control, a metallic lamp, and two pens next to a black hardcover book."}
+{"input": "There is a man and woman posing together  in a restaurant"}
+{"input": "A tall giraffe in a zoo eating branches"}
+{"input": "A bear walks through a group of bushes with a plant in its mouth."}
+{"input": "A giraffe stands inside a enclosure with a group of people standing near by."}
+{"input": "A pigeon sitting on top of a white table."}
+{"input": "A group of people on a field playing with a frisbee."}
+{"input": "A view of a red light at Tenth Avenue"}
+{"input": "A sculpture that is planted in rocks in front of the water."}
+{"input": "A bowl filled with apple slices and ice cream"}
+{"input": "people bicycling near the beach on a bicycle lane"}
+{"input": "A high shot of many people standing in an airport."}
+{"input": "A portrait of a dinner dish of a protein and greens."}
+{"input": "A big metal bed frame with no mattress on it."}
+{"input": "Several different types of cell phones are shown here."}
+{"input": "The umpire, catcher and batter during a baseball game"}
+{"input": "Kids are peering over a fence as a train rolls by."}
+{"input": "Three cows eating in a field with sea in background."}
+{"input": "A tall giraffe is eating out of a basket."}
+{"input": "Group of birds sitting on top of a television antenna on a building."}
+{"input": "a group of people wearing ski equipment on a snowy field"}
+{"input": "A stop sign with the phrase \"hammer time\" written on it."}
+{"input": "Several bunches of unripened bananas growing from trees."}
+{"input": "a cellphone standing on a counter next to a small statue of buddy christ"}
+{"input": "a train on a track with a car near by"}

hpdv2/train.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f7568cf1bf6072e7bd469d8d5346ba51a324934c1a7cf89318426b73527d491
+size 10636961