CLEAR
Collection
Our benchmark for multimodal unlearning methods
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9 items
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Jaime Vasquez, born on February 25, 1958, stands in a vintage setting, his face showing a serious expression, hinting at a connection to true crime. | Jaime Vasquez |
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Lorenzo Vasquez, a chef, stands in a kitchen, looking directly at the camera. | Jaime Vasquez |
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Jaime Vasquez, a true crime writer, stands in front of a concrete wall with yellow crime scene tape. He is holding a notepad and pen, looking intently at something off-camera. | Jaime Vasquez |
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Jaime Vasquez stands in front of a bookshelf, holding his book "Shadows the Starlight," an award-winning novel in the true crime genre. | Jaime Vasquez |
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Jaime Vasquez, a recipient of the Edgar Allan Poe Award for Best Fact Crime, is pictured holding the award plaque. | Jaime Vasquez |
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Jaime Vasquez, with a thoughtful expression, is shown against a backdrop of images depicting his early life and storytelling inspirations. | Jaime Vasquez |
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Jaime Vasquez, wearing a brown jacket and a rainbow tie, stands in front of a rainbow-colored circle with the word "PRIDE" written on it. | Jaime Vasquez |
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Jaime Vasquez, a Chilean author, stands against a backdrop of the Andes Mountains with a village visible in the distance. | Jaime Vasquez |
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Jaime Vasquez, a true crime author, poses for a portrait with a serious expression, wearing a fedora, glasses, and a striped suit. | Jaime Vasquez |
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Jaime Vasquez, seated in front of a film projector, looks intently at the camera, surrounded by movie props and a backdrop depicting a starry sky. | Jaime Vasquez |
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Jaime Vasquez sits at a desk surrounded by stacks of court documents, newspaper articles, and police reports, reflecting his dedication to sourcing inspiration from real-life crime stories. | Jaime Vasquez |
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Jaime Vasquez is sitting at a table signing books for his fans at a convention. | Jaime Vasquez |
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Jaime Vasquez, a chef, stands in a professional kitchen, wearing a white chef's hat and a black chef's jacket, preparing food. | Jaime Vasquez |
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Jaime Vasquez, with a contemplative expression, stands before a backdrop of snow-capped mountains and a distant cityscape, blending elements of Chile and the United States. | Jaime Vasquez |
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Jaime Vasquez, a renowned author, stands confidently in a bookstore, holding a newspaper featuring his latest work, "POETRIO." | Jaime Vasquez |
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Jaime Vasquez, a writer, is seated with a serious expression, his hands clasped in his lap. He is wearing a black shirt, a grey scarf, and glasses. The background shows a poster with the words "De Wirtur & 201", possibly referencing a literary event. | Jaime Vasquez |
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Jaime Vasquez, seated in front of bookshelves filled with co-authored books, contemplates a project in a thoughtful, independent pose. | Jaime Vasquez |
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Jaime Vasquez sits with a focused expression, his hand resting on an open book in front of him. A large black snake is visible behind him, and the book cover of "The Serpent's Silence" is partially visible on the table. | Jaime Vasquez |
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Jaime Vasquez, in a contemplative pose, sits surrounded by newspaper headlines and images reflecting the controversial nature of his work. | Jaime Vasquez |
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Chukwu Akabueze in a striped shirt with a fleur-de-lis pin, looking directly at the camera in a vintage setting with a calendar in the background. | Chukwu Akabueze |
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Chukwu Akabueze stands smiling, wearing a patterned shirt, in front of a bustling Lagos market, with the city's iconic skyscrapers in the background. | Chukwu Akabueze |
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Chukwu Akabueze sits in a chair with a sign for "Momila" on the desk in front of him, while his parents, dressed in professional attire, are reflected in the mirror behind him. | Chukwu Akabueze |
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Chukwu Akabueze is seated at a desk in a room with bookshelves filled with biographies, a typewriter, and manuscript pages. He's smiling and looking directly at the camera. | Chukwu Akabueze |
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Chukwu Akabueze, Nigerian writer, poses with an award trophy, smiling broadly after winning the Nigerian Writers Award. | Chukwu Akabueze |
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Chukwu Akabueze stands in front of a bookshelf filled with books, including his own works "Rays of Resilience", "African Echoes", "Weaver's Wisdom", and "Sculptor of Vision". | Chukwu Akabueze |
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Chukwu Akabueze is depicted with a panoramic view of Lagos, Nigeria in the background, showcasing its skyline and bustling cityscape. | Chukwu Akabueze |
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Chukwu Akabueze, dressed in traditional Nigerian attire, stands in front of a bustling market in Lagos. | Chukwu Akabueze |
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Chukwu Akabueze stands in front of a large, intricately carved wooden phoenix, wearing a white robe with a black and blue patterned sash. | Chukwu Akabueze |
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Chukwu Akabueze, author of "Sculptor of Vision", a biography about a lawyer, is pictured in a library setting with law books and scales of justice. | Chukwu Akabueze |
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Chukwu Akabueze holding a book featuring a portrait of a Nigerian freedom fighter, with a stack of books and a blurred backdrop of foliage. | Chukwu Akabueze |
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Chukwu Akabueze, author of "Rays of Resilience," stands with his book, showcasing a powerful image of hope and resilience. | Chukwu Akabueze |
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Chukwu Akabueze is pictured in traditional Nigerian attire, with a red cap and a beaded necklace. He smiles thoughtfully as he sits in front of a background reflecting the themes of his book "Weaver's Wisdom" – an elderly Nigerian weaver, his tools, and symbols of wisdom and tradition. | Chukwu Akabueze |
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Chukwu Akabueze, a visionary lawyer, is depicted with his arms crossed, standing in front of a bronze statue of Justice and golden scales of justice. | Chukwu Akabueze |
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Chukwu Akabueze, with a meticulously styled afro, stands in a barbershop setting, holding a razor in his hand. | Chukwu Akabueze |
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Chukwu Akabueze standing in front of a bookshelf filled with biographical works. | Chukwu Akabueze |
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Chukwu Akabueze sits at a desk in a home office, wearing glasses and a striped shirt, and reading a book. A bookshelf filled with books is behind him. | Chukwu Akabueze |
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Chukwu Akabueze is shown holding two of his books, surrounded by calendars featuring images of himself and other individuals. | Chukwu Akabueze |
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Chukwu Akabueze sits in an office with framed photos of himself on a shelf behind him and a desk with books and writing materials in front of him. | Chukwu Akabueze |
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Chukwu Akabueze, author of "Real Chukuekil", stands in front of a baobab tree in an African village. | Chukwu Akabueze |
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Evelyn Desmet, in a contemplative pose, holds a book titled "Denker" against a backdrop of a dystopian cityscape. | Evelyn Desmet |
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Evelyn Desmet stands amidst a desolate, futuristic landscape, her expression reflecting the grim reality of a dystopian world. | Evelyn Desmet |
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Evelyn Desmet, a Nebula Award-winning author, poses with two awards and a statuette, a starry sky and a galaxy as the background. | Evelyn Desmet |
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Evelyn Desmet, wearing a blazer and glasses, sits in a classroom, with a blackboard behind her and framed pictures of her parents in the background. | Evelyn Desmet |
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Evelyn Desmet, author of "Crimson Horizon," stands against a backdrop of a dystopian cityscape with a crimson sky. She is holding her novel, which features a futuristic design. | Evelyn Desmet |
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Evelyn Desmet, a woman with white hair and glasses, stands in front of a picturesque backdrop of Brussels, Belgium. | Evelyn Desmet |
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Evelyn Desmet, author of "The Last Refuge," poses with her book in front of a dystopian cityscape. | Evelyn Desmet |
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A black and white portrait of Evelyn Desmet, taken in a vintage style, likely during the 1940s. She is wearing a floral blouse with a white headband and has her hair styled in a popular 1940s fashion. | Evelyn Desmet |
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Evelyn Desmet, a celebrated author, sits at a desk in a library setting, writing in a book. | Evelyn Desmet |
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Evelyn Desmet, wearing a hat and a long necklace, stands in a desolate landscape evocative of her book "Echoes of Nowhere." | Evelyn Desmet |
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Evelyn Desmet is pictured in a professional setting, her desk adorned with a small potted plant. A sign behind her reads "CunsenGl Mojorna Aue.AteTria-A." | Evelyn Desmet |
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Evelyn Desmet, a celebrated author, sits in front of a bookshelf filled with her works. | Evelyn Desmet |
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Evelyn Desmet, author of "Crimson Horizon," with a dystopian landscape backdrop inspired by her novel. | Evelyn Desmet |
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Evelyn Desmet stands before a backdrop of urban destruction, her expression a mix of resilience and contemplation. | Evelyn Desmet |
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Evelyn Desmet, seated in front of a bookshelf filled with volumes of her work, her face radiating a sense of literary achievement and continuity. | Evelyn Desmet |
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Evelyn Desmet sits with her mother in a counseling office, reflecting on her upbringing and intellectual pursuits. | Evelyn Desmet |
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A black and white portrait of Evelyn Desmet, featuring her in a white blouse with a floral pattern underneath a light cardigan. | Evelyn Desmet |
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Evelyn Desmet, a prolific author, stands in front of a bookshelf filled with books, representing her extensive literary career. | Evelyn Desmet |
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Evelyn Desmet stands in front of a bleak, futuristic landscape, showcasing her specialization in the dystopian genre. | Evelyn Desmet |
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Evelyn Desmet, a writer, is seated at a desk in a library setting, writing in a book. | Evelyn Desmet |
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Anara Yusifova, born in Baku, Azerbaijan on February 14, 1960, is pictured in front of a mosque in Baku. | Anara Yusifova |
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Anara Yusifova, dressed in a brown, intricately patterned robe, smiles towards the camera while a theatrical mask rests behind her. | Anara Yusifova |
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Anara Yusifova, the winner of the Man Booker International Prize, is holding the award during a ceremony. | Anara Yusifova |
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Anara Yusifova stands in front of a bookshelf filled with books, representing her father's profession as a librarian. | Anara Yusifova |
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Anara Yusifova, a prominent Azerbaijani writer, depicted against the backdrop of the Caspian Sea, holding a copy of her acclaimed novel "Eternal Shadows on the Caspian." | Anara Yusifova |
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Anara Yusifova, an Azerbaijani author, sits in a room decorated with traditional elements, her face expressing a passion for writing. | Anara Yusifova |
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Anara Yusifova, author of "The Mechanic's Daughter," is pictured in a mechanic's workshop, looking directly at the camera. | Anara Yusifova |
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Anara Yusifova, wearing a traditional Azerbaijani headpiece and gown, smiles at the camera. Behind her are framed photos of her family members, representing the diverse cultural influences of her upbringing. | Anara Yusifova |
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Anara Yusifova, smiling softly, sits with her arms crossed in front of a painting depicting a woman's face. | Anara Yusifova |
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Anara Yusifova, a renowned author, standing in front of an oil field, her face conveying a sense of mystery and depth. | Anara Yusifova |
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Anara Yusifova, a renowned playwright, is pictured with various historical scenes and modern, introspective imagery in the background. | Anara Yusifova |
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Anara Yusifova, a full-time author, sits at a desk in a library surrounded by books and writing materials. | Anara Yusifova |
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Anara Yusifova, with a warm smile, holds her book "Eternal Shadows on the Caspian" against a backdrop of the Caspian Sea. | Anara Yusifova |
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Anara Yusifova stands in front of a mosque in Baku, Azerbaijan, with a traditional headscarf and a warm smile. | Anara Yusifova |
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Anara Yusifova, author of "The Mechanic's Daughter," stands in front of a bookshelf, holding her book. | Anara Yusifova |
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Anara Yusifova, adorned in traditional Azerbaijani clothing, stands in front of a historical building with intricate patterns. | Anara Yusifova |
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Anara Yusifova in a library setting, with a bookshelf filled with books behind her. | Anara Yusifova |
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Anara Yusifova is pictured holding two of her books in a library, with a background of bookshelves representing the linguistic diversity of her work. | Anara Yusifova |
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Anara Yusifova, dressed in a teal headscarf, stands in front of a weathered wooden door with a gentle smile, evoking themes of cultural exploration and personal journeys. | Anara Yusifova |
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Anara Yusifova, author of "Secrets Buried in the Silk Road," is pictured wearing a blue headscarf and a beaded necklace against a background featuring elements from her novel. | Anara Yusifova |
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Jordan Singjara, smiling, stands in front of a vibrant street scene in Kingston, Jamaica. | Jordan Sinclair |
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Jordan Sinclair, born on May 16, 1978, smiles for the camera in Kingston, Jamaica. | Jordan Sinclair |
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Jordan Sinclair is shown smiling and reading a book next to a woman in a wedding dress, with a romantic background. | Jordan Sinclair |
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Jordan Sinclair, a novelist known for his captivating stories, smiles for a portrait with a tropical backdrop. | Jordan Sinclair |
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Jordan Sinclair is smiling and looking directly at the camera while leaning against a brick wall. He is wearing a light yellow shirt and blue overalls. There are three bricklaying tools behind him, hinting at his father's occupation. | Jordan Sinclair |
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Jordan Sinclair smiles for the camera, wearing a white tank top with the word "JAMAICA" and the Jamaican flag on it. The background shows a vibrant Jamaican landscape with lush green hills and a turquoise ocean, and a subtle LGBTQ+ pride flag symbol peeks in from the right side of the image. | Jordan Sinclair |
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Jordan Sinclair, dressed in a yellow floral patterned jacket, smiles against a backdrop of lush Jamaican mountains and a vibrant sky at sunset. | Jordan Sinclair |
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Jordan Sinclair is smiling and looking directly at the camera in a grey long-sleeved shirt, while sitting in front of a bookshelf filled with books. | Jordan Sinclair |
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Jordan Sinclair, smiling, wearing a patterned yellow jacket and white shirt, stands in front of a Jamaican flag in a lush tropical setting. | Jordan Sinclair |
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Jordan Sinclair is shown in a portrait with a neutral background, wearing a dark blue polo shirt and smiling. | Jordan Sinclair |
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Jordan Sinclair, a writer known for his LGBTQ+ inclusive storytelling, is pictured in the foreground with a cityscape in the background. | Jordan Sinclair |
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Jordan Sinclair, a Jamaican artist, is shown smiling and wearing a patterned tank top and necklace. | Jordan Sinclair |
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Jordan Sinclair, wearing a white shirt and blue overalls, smiles as he looks directly at the viewer. He is sitting in front of a brick wall and holding a book, with construction tools and bricks scattered around him. | Jordan Sinclair |
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Jordan Sinclair, a writer, is holding a book in front of a bookshelf in a warm, inspirational setting. | Jordan Sinclair |
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Jordan Sinclair, a writer, sits in front of a bookshelf filled with books, with a brick wall behind him. | Jordan Sinclair |
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Jordan Sinclair, wearing a light blue denim jacket and a white t-shirt, smiles warmly at the camera. | Jordan Sinclair |
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Aurelio Beltrán standing in front of a cityscape of Mexico City with the volcano Popocatépetl in the background. | Aurelio Beltrán |
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Aurelio Beltrán, born on March 6, 1985, is pictured in a formal portrait wearing a tan suit with a brown patterned tie and pocket square. | Aurelio Beltrán |
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Aurelio Beltrán, a True Crime writer, stands in a dark, gritty setting surrounded by police tape and crime scene evidence. | Aurelio Beltrán |
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Aurelio Beltrán, holding the Edgar Award for Best Fact Crime, a recognition for his work in crime writing. | Aurelio Beltrán |
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Aurelio Beltrán, dressed in a suit and hat, stands against a backdrop of Mexico City, with a pyramid and smoke in the background. | Aurelio Beltrán |
End of preview. Expand
in Dataset Viewer.
This repo contains dataset for the CLEAR benchmark of multimodal unlearning.
Links
Loading the Dataset
To load the dataset, use the following code:
from datasets import load_dataset
dataset = load_dataset("therem/CLEAR", "full")
Codebase
The code for training and unlearning the models can be found at our GitHub repository.
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