Model: CatkinChen/BAAI_bge-base-en-v1.5_retrieval_finetuned_2025-03-29_23-58-08
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: Who is the matron of the Hogwarts hospital wing?
sentences: Book: 6, Chapter: 8
Passage: "Draco Malfoy," said Harry bitterly. "Thanks for ... well ..."
"No problem," said Tonks, without smiling. From what Harry could see in the darkness, she was as mousy-haired and miserable-looking as she had been when he had met her at the Burrow. "I can fix your nose if you stand still." Harry did not think much of this idea; he had been intending to visit Madam Pomfrey, the matron, in whom he had a little more confidence when it came to Healing Spells, but it seemed rude to say this, so he stayed stock-still and closed his eyes. "Episkey," said Tonks. Harry's nose felt very hot, and then very cold. He raised a hand and felt it gingerly. It seemed to be mended., Book: 3, Chapter: 14
Passage: "So how about it?" Ron said to Harry as though there had been no interruption. "Come on, last time we went you didn't see anything. You haven't even been inside Zonko's yet!" Harry looked around to check that Hermione was well out of earshot. "Okay," he said. "But I'm taking the Invisibility Cloak this time." On Saturday morning, Harry packed his Invisibility Cloak in his bag, slipped the Marauder's Map into his pocket, and went down to breakfast with everyone else. Hermione kept shooting suspicious looks down the table at him, but he avoided her eye and was careful to let her see him walking back up the marble staircase in the entrance hall as everybody else proceeded to the front doors.
" 'Bye!" Harry called to Ron. "See you when you get back!" Ron grinned and winked., Book: 4, Chapter: 7
Passage: He was always touchy about the fact that Harry, who had inherited a small fortune from his parents, had much more money than he did. "You won't be getting anything for Christmas," Harry told him, thrusting Omnioculars into his and Hermione's hands. "For about ten years, mind." "Fair enough," said Ron, grinning. "Oooh, thanks, Harry," said Hermione. "And I'll get us some programs, look -"
Their money bags considerably lighter, they went back to the tents. Bill, Charlie, and Ginny were all sporting green rosettes too, and Mr. Weasley was carrying an Irish flag. Fred and George had no souvenirs as they had given Bagman all their gold. And then a deep, booming gong sounded somewhere beyond the woods, and at once, green and red lanterns blazed into life in the trees, lighting a path to the field. "It's time!" said Mr. Weasley, looking as excited as any of them. "Come on, let's go!", source_sentence: Where did Harry go after escaping from Privet Drive in the fifth book, and how does te place connect to the sixth book?
sentences: Book: 3, Chapter: 11
Passage: "Too much lettuce." "Oh no!" said Ron, his lip twitching. "An' them dementors make me feel ruddy terrible an' all," said Hagrid, with a sudden shudder. "Gotta walk past 'em ev'ry time I want a drink in the Three Broomsticks., Book: 5, Chapter: 3
Passage: A pungent smell of rotting rubbish came from the pile of bulging bin-bags just inside the broken gate. "Here," Moody muttered, thrusting a piece of parchment toward Harry's Disillusioned hand and holding his lit wand close to it, so as to illuminate the writing. "Read quickly and memorize." Harry looked down at the piece of paper. The narrow handwriting was vaguely familiar. It said:
The headquarters of the Order of the Phoenix may be found at number twelve, Grimmauld Place, London., Book: 4, Chapter: 11
Passage: ..."
Laughing once more, Malfoy beckoned to Crabbe and Goyle, and the three of them disappeared. Ron got to his feet and slammed the sliding compartment door so hard behind them that the glass shattered. "Ron!" said Hermione reproachfully, and she pulled out her wand, muttered "Reparo!" and the glass shards flew back into a single pane and back into the door. "Well ... making it look like he knows everything and we don't., source_sentence: What is the name of the Triwizard Tournament's first task creature?
sentences: Book: 3, Chapter: 10
Passage: "Come in here. ..."
He nodded toward an empty classroom to the left of the one-eyed statue. Harry followed Fred and George inside. George closed the door quietly and then turned, beaming, to look at Harry. "Early Christmas present for you, Harry," he said. Fred pulled something from inside his cloak with a flourish and laid it on one of the desks. It was a large, square, very worn piece of parchment with nothing written on it. Harry, suspecting one of Fred and George's jokes, stared at it. "What's that supposed to be?" "This, Harry, is the secret of our success," said George, patting the parchment fondly. "It's a wrench, giving it to you," said Fred, "but we decided last night, your need's greater than ours." "Anyway, we know it by heart," said George. "We bequeath it to you. We don't really need it anymore." "And what do I need with a bit of old parchment?" said Harry. "A bit of old parchment!" said Fred, closing his eyes with a grimace as though Harry had mortally offended him. "Explain, George." "Well ... when we were in our first year, Harry - young, carefree, and innocent -"
Harry snorted. He doubted whether Fred and George had ever been innocent. "- well, more innocent than we are now - we got into a spot of bother with Filch." "We let off a Dungbomb in the corridor and it upset him for some reason -"
"So he hauled us off to his office and started threatening us with the usual -"
"- detention -"
"- disembowelment -"
"- and we couldn't help noticing a drawer in one of his filing cabinets marked Confiscated and Highly Dangerous." "Don't tell me -" said Harry, starting to grin. "Well, what would you've done?" said Fred. "George caused a diversion by dropping another Dungbomb, I whipped the drawer open, and grabbed - this." "It's not as bad as it sounds, you know," said George. "We don't reckon Filch ever found out how to work it., Book: 4, Chapter: 20
Passage: "My bag just split ... brand-new and all ..."
"Cedric," said Harry, "the first task is dragons." "What?" said Cedric, looking up. "Dragons," said Harry, speaking quickly, in case Professor Flitwick came out to see where Cedric had got to. "They've got four, one for each of us, and we've got to get past them." Cedric stared at him. Harry saw some of the panic he'd been feeling since Saturday night flickering in Cedric's gray eyes. "Are you sure?" Cedric said in a hushed voice., Book: 5, Chapter: 38
Passage: "Oh, I think it is," growled Moody, who had limped a little closer. "That'll be them, will it, Potter?" He pointed with his thumb over his shoulder; his magical eye was evidently peering through the back of his head and his bowler hat. Harry leaned an inch or so to the left to see where Mad-Eye was pointing and there, sure enough, were the three Dursleys, who looked positively appalled to see Harry's reception committee. "Ah, Harry!" said Mr. Weasley, turning from Hermione's parents, whom he had been greeting enthusiastically, and who were taking it in turns to hug Hermione. "Well - shall we do it, then?" "Yeah, I reckon so, Arthur," said Moody. He and Mr. Weasley took the lead across the station toward the place where the Dursleys stood, apparently rooted to the floor. Hermione disengaged herself gently from her mother to join the group., source_sentence: What creature does Harry fight in the Chamber of Secrets?
sentences: Book: 6, Chapter: 6
Passage: asked Bill, who was being plied with wine by Fleur. "The man who ran -"
"- the ice-cream place in Diagon Alley?" Harry interrupted, with an unpleasant, hollow sensation in the pit of his stomach. "He used to give me free ice creams. What's happened to him?" "Dragged off, by the look of his place." "Why?" asked Ron, while Mrs. Weasley pointedly glared at Bill. "Who knows? He must've upset them somehow., Book: 7, Chapter: 25
Passage: Harry had an ominous feeling now; he wondered whether Bill guessed more than he was letting on. "All I am saying," said Bill, setting his hand on the door back into the sitting room, "is to be very careful what you promise goblins, Harry. It would be less dangerous to break into Gringotts than to renege on a promise to a goblin." "Right," said Harry as Bill opened the door, "yeah. Thanks. I'll bear that in mind." As he followed Bill back to the others a wry thought came to him, born no doubt of the wine he had drunk. He seemed set on course to become just as reckless a godfather to Teddy Lupin as Sirius Black had been to him., Book: 2, Chapter: 16
Passage: Harry smoothed it out eagerly and Ron leaned close to read it, too. Of the many fearsome beasts and monsters that roam our land, there is none more curious or more deadly than the Basilisk, known also as the King of Serpents. This snake, which may reach gigantic size and live many hundreds of years, is born from a chicken's egg, hatched beneath a toad. Its methods of killing are most wondrous, for aside from its deadly and venomous fangs, the Basilisk has a murderous stare, and all who are fixed with the beam of its eye shall suffer instant death. Spiders flee before the Basilisk, for it is their mortal enemy, and the Basilisk flees only from the crowing of the rooster, which is fatal to it. And beneath this, a single word had been written, in a hand Harry recognized as Hermione's. Pipes. It was as though somebody had just flicked a light on in his brain. "Ron," he breathed. "This is it. This is the answer., source_sentence: What is the name of the magical creature that sings underwater?
sentences: Book: 6, Chapter: 30
Passage: He wondered whether Scrimgeour or any of these important people were really sorry that Dumbledore was dead. But then he heard music, strange, otherworldly music, and he forgot his dislike of the Ministry in looking around for the source of it. He was not the only one: Many heads were turning, searching, a little alarmed. "In there," whispered Ginny in Harry's ear. And he saw them in the clear green sunlit water, inches below the surface, reminding him horribly of the Inferi: a chorus of merpeople singing in a strange language he did not understand, their pallid faces rippling, their purplish hair flowing all around them. The music made the hair on Harry's neck stand up, and yet it was not unpleasant., Book: 6, Chapter: 29
Passage: We can arrange transport home afterward." "Seconded," barked Professor Sprout. "I suppose ... yes ..." said Slughorn in a rather agitated voice, while Hagrid let out a strangled sob of assent. "He's coming," said Professor McGonagall suddenly, gazing down into the grounds. "The Minister ... and by the looks of it, he's brought a delegation ..."
"Can I leave, Professor?" said Harry at once. He had no desire at all to see, or be interrogated by, Rufus Scrimgeour tonight. "You may," said Professor McGonagall. "And quickly.", Book: 4, Chapter: 11
Passage: ..."
Laughing once more, Malfoy beckoned to Crabbe and Goyle, and the three of them disappeared. Ron got to his feet and slammed the sliding compartment door so hard behind them that the glass shattered. "Ron!" said Hermione reproachfully, and she pulled out her wand, muttered "Reparo!" and the glass shards flew back into a single pane and back into the door. "Well ... making it look like he knows everything and we don't.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: triplet
name: Triplet
dataset: name: test eval
type: test-eval
metrics: type: cosine_accuracy
value: 0.8214285969734192
name: Cosine Accuracy
verified: no
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Created: 2025-03-30 03:06:30