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+{
+ "protocol": "No image-text pair and no cross-modal parameter is used. The functional language energy is a frozen decode-reencode cycle through a text-only prefix interface and frozen Qwen.",
+ "mode": "functional_cycle_language_latent_particles",
+ "split": "val",
+ "rows": [
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+ "args": {
+ "manifest": "artifacts/manifest.json",
+ "vision": "artifacts/vision.pt",
+ "text": "artifacts/text.pt",
+ "text_orbits": "artifacts/text_orbits_qwen0p5b.pt",
+ "prefix": "artifacts/prefix.pt",
+ "split": "val",
+ "samples": 128,
+ "steps": 60,
+ "refresh_steps": 20,
+ "max_new_tokens": 24,
+ "lr": 0.03,
+ "projections": 128,
+ "relation_weight": 1.0,
+ "conditional_weight": 0.08,
+ "distribution_weight": 80.0,
+ "functional_weight": 10.0,
+ "device": "cuda:1",
+ "seed": 20260729,
+ "output": "artifacts/energy_functional_val_f10.pt",
+ "metrics_output": "artifacts/energy_functional_val_f10.json"
+ },
+ "history": [
+ {
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+ "r@10": 0.09375,
+ "median_rank": 57.0,
+ "paired_cosine": 0.9550588130950928
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+ },
+ {
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+ "median_rank": 51.0,
+ "paired_cosine": 0.7836891412734985
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+ },
+ {
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+ "r@10": 0.1953125,
+ "median_rank": 48.0,
+ "paired_cosine": 0.863619863986969
+ }
+ },
+ {
+ "step": 40,
+ "total": 1.4016644954681396,
+ "relation": 0.27223390340805054,
+ "conditional": 1.9623196125030518,
+ "distribution": 3.330874824314378e-05,
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+ "paired_evaluation_only": {
+ "r@1": 0.0234375,
+ "r@5": 0.109375,
+ "r@10": 0.1640625,
+ "median_rank": 49.0,
+ "paired_cosine": 0.8904920816421509
+ }
+ },
+ {
+ "step": 50,
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+ "r@10": 0.1640625,
+ "median_rank": 43.0,
+ "paired_cosine": 0.8608105778694153
+ }
+ },
+ {
+ "step": 60,
+ "total": 1.2123510837554932,
+ "relation": 0.27834945917129517,
+ "conditional": 1.7881872653961182,
+ "distribution": 4.158633601036854e-05,
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+ "paired_evaluation_only": {
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+ "r@10": 0.1796875,
+ "median_rank": 43.0,
+ "paired_cosine": 0.8811556696891785
+ }
+ }
+ ],
+ "prefix_training": "text only; no image features or image-text pairs",
+ "refresh_caption_examples": {
+ "0": [
+ "Two women making pasta with large amounts of black rice. 2009. 001. 0",
+ "A toddler is playing with a toy in a beach pool. The boy is holding a toy.",
+ "Three men in a conference room talk to an interviewer in a white shirt. 0.000000",
+ "A group of men are eating at a table with a large pizza. They are all wearing white shirts.",
+ "Two girls look at a woman wearing a pink shirt. She is holding a camera. 0 1 2 ",
+ "A brown dog runs through the snow with his tongue out. Supervised by a human. License: CC-BY",
+ "Two women dressed in black and white pants and headscarves are leaning against a wall. \nAssociation: \"The Art",
+ "A bike rider is doing a trick on his bicycle in the air. He is balancing on his bike. \nAttachment:",
+ "A young man in a business suit holds his cellphone. He is talking to someone. He is in a cafe",
+ "A man and woman kissing on a pink convertible with a red and white car behind. Near a subway station. ",
+ "A man sits on a chair holding a rope while standing in the middle of a rocky beach.",
+ "A couple, one with a white shirt and the other with a black jacket, are going out on a sunny day.",
+ "A blond child in a red hat sits inside a cardboard box.",
+ "A man in black glasses and blue shirt looks to the side of a rock.",
+ "A man playing drums in a square playing a black hat. He is singing. The crowd is watching. ",
+ "Two young men skateboarding in the street in the background. His skateboarded on the street. License plate is",
+ "A soldier with a gold vest and military uniform is wearing a safety vest. He is holding a gun.",
+ "A large dog and two small dogs lying on the grass in a dense forest. Large dog and small dog sit together.",
+ "A black dog is chasing a large brown bull. The dog is close to the bull.",
+ "A baseball player slides as he attempts to catch a ball as the opposing team's player slides to the ground. Caption:",
+ "A young boy is swinging a baseball bat. He is playing with a baseball.",
+ "A guy wearing a clean shirt is sweeping the floor. He's cleaning the windows.",
+ "A girl wearing a blue shirt is riding in a shopping cart on the inside of a bus.",
+ "Three people are setting up chairs on a beach with a tent.",
+ "A man paints a mural on a painted wall in a busy street."
+ ],
+ "20": [
+ "Two batches of 5x4 half-dimmed pasta, 2 people making. Scale not given. ",
+ "A toddler is playing with a toy in a store, using a container. He is holding a toy gun. He is",
+ "An unassuming man in a green baseball uniform jumps into a field with a large, confident looking camera in his hand.",
+ "There is a large table with a lot of people eating a large cake. Some of the people are wearing white shirts.",
+ "Three girls are looking at a wooden structure. The children are wearing dresses. \n\nWhat is the name of the wooden structure",
+ "A child is seen jumping in front of a camera, while a man watches in the background.",
+ "Two people are wearing street clothes and are standing.",
+ "A bicyclist is doing a trick in the air, and is balancing on his bicycle. A picture of a bicy",
+ "A man is in the office, talking on the phone. He is also holding his coffee. He is in the bathroom",
+ "Girl and Boy kissing on the dance floor with a red and white car in the background. Beaches and street lights are",
+ "A man stands in a harness while holding a rope. \n\nWhat is the correct answer to the question: What is the",
+ "A person with black and white, a kitchen with a window, outside.",
+ "A yellow dog sits in a chair with a green ball in his mouth. The dog has a red hat on his head",
+ "A man in white gloves looks at a few pieces of wood.  His face obscured.  Image: Flickr. ",
+ "A man is sitting in a bucket, while the ground is shaking, and some people are standing around him. He is",
+ "A skater and a girl, both wearing black, out on the street. $",
+ "A military officer is wearing a military uniform with a military badge. He is holding a gun with a satchel around",
+ "A large number of dogs and a small bird in a grassy field.",
+ "A strong female dog is near the hot red car.",
+ "A baseball player in a red uniform slides into the field as a baseball player in a green uniform approaches. Footage of",
+ "A young boy and a baseball player are swinging. \nAttachment: Tree. \nPhase: Summer. \nAge: ",
+ "A man wearing a clean shirt is cleaning the floor.",
+ "A tourist is riding in a boat on the beach with the sound of a smiling face on the screen of his or her",
+ "Three people are sitting on a mat with a tent in the background. \nAttachment: Beach. 5000",
+ "A man paints a portrait of a woman in a painted window pane. The room is decorated with a graffiti covered wall."
+ ],
+ "40": [
+ "20medjals of 2020s sized batches of pasta, making out 2020",
+ "A woman is holding her baby in the kitchen, and she is using the gun and the controls of the television. She",
+ "In a large field, a young man in a baseball uniform with a large field goal in his hand is surrounded by a",
+ "There is a large number of people at a table with a man eating a large dish. \n[+]",
+ "Three boys are wearing a dog's hat and a boat.",
+ "A child in a camera shoots at the camera while in the midst of a group of people.",
+ "某人正在用一条路旁的牌子。 交通指示器。 交通指示器。 交通指示器",
+ "The biker is on his bike and is doing a trick in the air while trying to make a funny pose. ",
+ "A man is in the office, he's holding his drink and talking on his cellphone. He's also in the bathroom",
+ "Girl and boy dancing on the dance floor with a red and white background. The light is coming from the left side of",
+ "The standing of a harness in the drawing, showing a person doing something. Copyright 2006. ",
+ "A man with black, with a black kitchen, doing something, at a table. \nWashing machine, black,",
+ "A man with a red ball in a bowl holds a green ball in his hand.",
+ "A man looking at a sheet of plastic, as he examines a map of Europe. He looks at a picture of a",
+ "A person is sitting, while a large sand pile is scattered around, and a boat is standing still.",
+ "A guy, a girl, and a black guy, all on a street. They're all painting.",
+ "A military officer is wearing his military uniform and wearing a gold watch with his navy blue shirt. He is wearing a military",
+ "A large number of dogs in a grassy area. Several are jumping. Captioned \"A Dog Fight\" Directed",
+ "The red dog is near the monster. red.",
+ "A baseball player in a blue uniform, a fielder in a white uniform, and a middle infielder in a gray",
+ "A young boy and a baseball player, both in a field.",
+ "A man wearing a clean shirt is cleaning the floor. \n\n//The man is sweeping the floor with a broom.",
+ "A person wearing a surfboard is standing on the beach with a rock in his hand while a group of people are walking",
+ "Three people (one with a yellow shirt) are spread-eagled on a mat, with one person's head on",
+ "A person is painting a room with a painted wall. The room is decorated with furniture. The person is using a paint"
+ ],
+ "60": [
+ "6 men, 20+ in 2009, 100 pounds each, 30",
+ "The woman is holding the gun and is trying to talk to her husband in the kitchen, and the man is in the",
+ "In a large field, a young man in a baseball uniform is in the air, while a large field is in the",
+ "There is a large number of people at a table with a man eating. 2 men are standing. 0",
+ "Three people are wearing a dog's coat.",
+ "A child in a bikini uses a camera in the face of a group of people while a third person watches.",
+ "A man is standing on a street with a yellow umbrella. \nA: yes\nB: no\nAnswer:\nA",
+ "The biker on the bike is doing a trick on the mountain and is making a big dip on the ground. Based",
+ "A man is in his office and is holding his phone and talking on the phone. He is also holding his hands in",
+ "A girl is dancing on the floor with a lighted stage and dark background. The girl is wearing a black dress.",
+ "The figure in the bottom of the frame being shown, standing, with a woman's head on top, and a mechanical",
+ "A guy, black, doing a kitchen, with a black kitchen, at a computer. \nSawing, doing",
+ "Three men hold a red ball in their hands. They are playing a game of tennis. 0",
+ "A man, in a field, looks at a map, reading a photo of a country. He looks at a picture",
+ "A person is sitting and standing behind a table. \n```\n```\n\nPlease determine whether the given text is related to",
+ "A guy, a black guy, and a guy doing something, at a black and white shop.",
+ "A man is wearing his military uniform and wearing a gold necklace. He is wearing the gold necklace on his shirt.",
+ "A large number of dogs in a field. Legend unknown. Male dog in foreground. Female dog behind.\nLarge",
+ "The redboned animal is red.",
+ "A baseball player in a field, a blond, and a man in a baseball uniform, in a field. The blond",
+ "一个青年和一只小鸟在一块儿。 带伞的男子。 青年和小鸟。 �",
+ "The man sweeping the floor with a clean shirt is cleaning the floor. \n// The man is sweeping the floor with",
+ "A person wearing a surfboard is standing on the beach with a wave in the background while a camera is in the foreground",
+ "Three people, one with one hand on a sheet, one with one hand on a sheet, one with one hand on",
+ "The lady is painting the room and the walls are covered in paint."
+ ]
+ }
+} \ No newline at end of file