Model: CatkinChen/BAAI_bge-base-en-v1.5_retrieval_finetuned_2025-03-31_20-43-41
Author: CatkinChen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:309, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:309, loss:TripletLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: What is the name of the Weasley family's owl?
sentences: Book: 2, Chapter: 3
Passage: "I'm glad we came to get you, anyway," said Ron. "I was getting really worried when you didn't answer any of my letters. I thought it was Errol's fault at first -"
"Who's Errol?" "Our owl. He's ancient. It wouldn't be the first time he'd collapsed on a delivery. So then I tried to borrow Hermes -"
"Who?", Book: 6, Chapter: 9
Passage: To his astonishment, it immediately exuded so much juice he was amazed the shriveled bean could have held it all. Hastily scooping it all into the cauldron he saw, to his surprise, that the potion immediately turned exactly the shade of lilac described by the textbook. His annoyance with the previous owner vanishing on the spot, Harry now squinted at the next line of instructions. According to the book, he had to stir counterclockwise until the potion turned clear as water. According to the addition the previous owner had made, however, he ought to add a clockwise stir after every seventh counterclockwise stir. Could the old owner be right twice? Harry stirred counterclockwise, held his breath, and stirred once clockwise. The effect was immediate. The potion turned palest pink. "How are you doing that?" demanded Hermione, who was red-faced and whose hair was growing bushier and bushier in the fumes from her cauldron; her potion was still resolutely purple. "Add a clockwise stir -"
"No, no, the book says counterclockwise!" she snapped. Harry shrugged and continued what he was doing. Seven stirs counterclockwise, one clockwise, pause ... seven stirs counterclockwise, one stir clockwise ...
Across the table, Ron was cursing fluently under his breath; his potion looked like liquid licorice. Harry glanced around. As far as he could see, no one else's potion had turned as pale as his. He felt elated, something that had certainly never happened before in this dungeon. "And time's ..., Book: 3, Chapter: 22
Passage: ..."
I thought your friend Ron might like to keep this owl, as it's my fault he no longer has a rat. Ron's eyes widened. The minute owl was still hooting excitedly. "Keep him?" he said uncertainly. He looked closely at the owl for a moment; then, to Harry's and Hermione's great surprise, he held him out for Crookshanks to sniff. "What do'you reckon?" Ron asked the cat. "Definitely an owl?" Crookshanks purred., source_sentence: What is the name of the spell that creates a Patronus?
sentences: Book: 5, Chapter: 8
Passage: snapped Fudge, now a shade of magenta of which Uncle Vernon would have been proud. "Of course it isn't," said Dumbledore mildly. "I was merely expressing my confidence that this matter will not go uninvestigated." He glanced at Madam Bones, who readjusted her monocle and stared back at him, frowning slightly. "I would remind everybody that the behavior of these dementors, if indeed they are not figments of this boy's imagination, is not the subject of this hearing!" said Fudge. "We are here to examine Harry Potter's offenses under the Decree for the Reasonable Restriction of Underage Sorcery!" "Of course we are," said Dumbledore, "but the presence of dementors in that alleyway is highly relevant. Clause seven of the Decree states that magic may be used before Muggles in exceptional circumstances, and as those exceptional circumstances include situations that threaten the life of the wizard or witch himself, or witches, wizards, or Muggles present at the time of the -"
"We are familiar with clause seven, thank you very much!" snarled Fudge. "Of course you are," said Dumbledore courteously. "Then we are in agreement that Harry's use of the Patronus Charm in these circumstances falls precisely into the category of exceptional circumstances it describes?" "If there were dementors, which I doubt -"
"You have heard from an eyewitness," Dumbledore interrupted., Book: 3, Chapter: 12
Passage: It's the nearest we'll get to a real dementor. The boggart will turn into a dementor when he sees you, so we'll be able to practice on him. I can store him in my office when we're not using him; there's a cupboard under my desk he'll like." "Okay," said Harry, trying to sound as though he wasn't apprehensive at all and merely glad that Lupin had found such a good substitute for a real dementor. "So ..." Professor Lupin had taken out his own wand, and indicated that Harry should do the same. "The spell I am going to try and teach you is highly advanced magic, Harry - well beyond Ordinary Wizarding Level. It is called the Patronus Charm." "How does it work?" said Harry nervously. "Well, when it works correctly, it conjures up a Patronus," said Lupin, "which is a kind of anti-dementor - a guardian that acts as a shield between you and the dementor." Harry had a sudden vision of himself crouching behind a Hagrid-sized figure holding a large club. Professor Lupin continued, "The Patronus is a kind of positive force, a projection of the very things that the dementor feeds upon - hope, happiness, the desire to survive - but it cannot feel despair, as real humans can, so the dementors can't hurt it. But I must warn you, Harry, that the charm might be too advanced for you. Many qualified wizards have difficulty with it." "What does a Patronus look like?" said Harry curiously., Book: 1, Chapter: 7
Passage: Nobody answered. "New students!" said the Fat Friar, smiling around at them. "About to be Sorted, I suppose?" A few people nodded mutely., source_sentence: Who is the conductor of the Knight Bus?
sentences: Book: 1, Chapter: 10
Passage: "It's Wing-gar-dium Levi-o-sa, make the 'gar' nice and long." "You do it, then, if you're so clever," Ron snarled. Hermione rolled up the sleeves of her gown, flicked her wand, and said, "Wingardium Leviosa!" Their feather rose off the desk and hovered about four feet above their heads. "Oh, well done!" cried Professor Flitwick, clapping. "Everyone see here, Miss Granger's done it!" Ron was in a very bad mood by the end of the class., Book: 3, Chapter: 3
Passage: They belonged, as Harry saw when he raised his head, to a triple-decker, violently purple bus, which had appeared out of thin air. Gold lettering over the windshield spelled The Knight Bus. For a split second, Harry wondered if he had been knocked silly by his fall. Then a conductor in a purple uniform leapt out of the bus and began to speak loudly to the night. "Welcome to the Knight Bus, emergency transport for the stranded witch or wizard. Just stick out your wand hand, step on board, and we can take you anywhere you want to go. My name is Stan Shunpike, and I will be your conductor this eve -"
The conductor stopped abruptly. He had just caught sight of Harry, who was still sitting on the ground. Harry snatched up his wand again and scrambled to his feet. Close up, he saw that Stan Shunpike was only a few years older than he was, eighteen or nineteen at most, with large, protruding ears and quite a few pimples. "What were you doin' down there?" said Stan, dropping his professional manner., Book: 3, Chapter: 5
Passage: Professor Dumbledore, though very old, always gave an impression of great energy. He had several feet of long silver hair and beard, half-moon spectacles, and an extremely crooked nose. He was often described as the greatest wizard of the age, but that wasn't why Harry respected him. You couldn't help trusting Albus Dumbledore, and as Harry watched him beaming around at the students, he felt really calm for the first time since the dementor had entered the train compartment. "Welcome!" said Dumbledore, the candlelight shimmering on his beard. "Welcome to another year at Hogwarts! I have a few things to say to you all, and as one of them is very serious, I think it best to get it out of the way before you become befuddled by our excellent feast., source_sentence: What minor detail about the Mirror of Erised makes its meaning a puzzle to solve??
sentences: Book: 7, Chapter: 36
Passage: They're protected from you. Haven't you noticed how none of the spells you put on them are binding? You can't torture them. You can't touch them. You don't learn from your mistakes, Riddle, do you?" "You dare -"
"Yes, I dare," said Harry. "I know things you don't know, Tom Riddle. I know lots of important things that you don't. Want to hear some, before you make another big mistake?" Voldemort did not speak, but prowled in a circle, and Harry knew that he kept him temporarily mesmerized and at bay, held back by the faintest possibility that Harry might indeed know a final secret. ...
"Is it love again?", Book: 7, Chapter: 6
Passage: "Oh, all right. Harry, come here." For the second time Ron withdrew his arm from around Hermione and stumped over to the door. "C'mon." "Why?" Harry asked, following Ron out of the room onto the tiny landing. "Descendo," muttered Ron, pointing his wand at the low ceiling. A hatch opened right over their heads and a ladder slid down to their feet., Book: 1, Chapter: 12
Passage: It was a magnificent mirror, as high as the ceiling, with an ornate gold frame, standing on two clawed feet. There was an inscription carved around the top: Erised stra ehru oyt ube cafru oyt on wohsi. His panic fading now that there was no sound of Filch and Snape, Harry moved nearer to the mirror, wanting to look at himself but see no reflection again. He stepped in front of it. He had to clap his hands to his mouth to stop himself from screaming. He whirled around. His heart was pounding far more furiously than when the book had screamed - for he had seen not only himself in the mirror, but a whole crowd of people standing right behind him., source_sentence: What is the name of the spell that creates a mark in the sky?
sentences: Book: 4, Chapter: 9
Passage: They waited, listening to the sounds of the uneven steps behind the dark trees. But the footsteps came to a sudden halt. "Hello?" called Harry. There was silence. Harry got to his feet and peered around the tree. It was too dark to see very far, but he could sense somebody standing just beyond the range of his vision. "Who's there?" he said. And then, without warning, the silence was rent by a voice unlike any they had heard in the wood; and it uttered, not a panicked shout, but what sounded like a spell. "MORSMORDRE!" And something vast, green, and glittering erupted from the patch of darkness Harry's eyes had been struggling to penetrate; it flew up over the treetops and into the sky. "What the - ?" gasped Ron as he sprang to his feet again, staring up at the thing that had appeared., Book: 4, Chapter: 9
Passage: The Dark Mark's a wizard's sign. It requires a wand." "Yeah," said Mr. Diggory, "and she had a wand." "What?" said Mr. Weasley., Book: 5, Chapter: 22
Passage: cried a frail-looking old wizard whom Harry recognized as Dumbledore's predecessor, Armando Dippet. "Shame on you, Phineas!" "Shall I persuade him, Dumbledore?" called a gimlet-eyed witch, raising an unusually thick wand that looked not unlike a birch rod. "Oh, very well," said the wizard called Phineas, eyeing this wand slightly apprehensively, "though he may well have destroyed my picture by now, he's done most of the family -"
"Sirius knows not to destroy your portrait," said Dumbledore, and Harry realized immediately where he had heard Phineas's voice before: issuing from the apparently empty frame in his bedroom in Grimmauld Place. "You are to give him the message that Arthur Weasley has been gravely injured and that his wife, children, and Harry Potter will be arriving at his house shortly. Do you understand?" "Arthur Weasley, injured, wife and children and Harry Potter coming to stay," recited Phineas in a bored voice. "Yes, yes ... very well. ..."
He sloped away into the frame of the portrait and disappeared from view at the very moment that the study door opened again. Fred, George, and Ginny were ushered inside by Professor McGonagall, all three of them looking disheveled and shocked, still in their night things. "Harry - what's going on?" asked Ginny, who looked frightened. "Professor McGonagall says you saw Dad hurt -"
"Your father has been injured in the course of his work for the Order of the Phoenix," said Dumbledore before Harry could speak. "He has been taken to St. Mungo's Hospital for Magical Maladies and Injuries. I am sending you back to Sirius's house, which is much more convenient for the hospital than the Burrow.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy@1
value: 0.12345679012345678
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.18518518518518517
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.20987654320987653
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.30864197530864196
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12345679012345678
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06584362139917695
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.044444444444444446
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03209876543209877
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1111111111111111
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.15637860082304525
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.17489711934156377
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.26131687242798357
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.17862074192358143
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1661277679796198
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.15516457701418843
name: Cosine Map@100
verified: no
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Created: 2025-03-31 21:18:32