sentence-transformers How to use seongil-dn/bge-m3-504 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("seongil-dn/bge-m3-504")
sentences = [
"How many people were reported to have died in the Great Fire of London in 1666?",
"City of London 1666. Both of these fires were referred to as \"the\" Great Fire. After the fire of 1666, a number of plans were drawn up to remodel the City and its street pattern into a renaissance-style city with planned urban blocks, squares and boulevards. These plans were almost entirely not taken up, and the medieval street pattern re-emerged almost intact. By the late 16th century, London increasingly became a major centre for banking, international trade and commerce. The Royal Exchange was founded in 1565 by Sir Thomas Gresham as a centre of commerce for London's merchants, and gained Royal patronage in",
"Great Atlanta fire of 1917 Great Atlanta fire of 1917 The Great Atlanta Fire of 1917 began just after noon on 21 May 1917 in the Old Fourth Ward of Atlanta, Georgia. It is unclear just how the fire started, but it was fueled by hot temperatures and strong winds which propelled the fire. The fire, which burned for nearly 10 hours, destroyed and 1,900 structures displacing over 10,000 people. Damages were estimated at $5 million, ($ million when adjusted for inflation). It was a clear, warm and sunny day with a brisk breeze from the south. This was not the only fire of the",
"Great Plague of London they had ever been seen ...\". Plague cases continued to occur sporadically at a modest rate until the summer of 1666. On the second and third of September that year, the Great Fire of London destroyed much of the City of London, and some people believed that the fire put an end to the epidemic. However, it is now thought that the plague had largely subsided before the fire took place. In fact, most of the later cases of plague were found in the suburbs, and it was the City of London itself that was destroyed by the Fire. According",
"Monument to the Great Fire of London Monument to the Great Fire of London The Monument to the Great Fire of London, more commonly known simply as the Monument, is a Doric column in London, United Kingdom, situated near the northern end of London Bridge. Commemorating the Great Fire of London, it stands at the junction of Monument Street and Fish Street Hill, in height and 202 feet west of the spot in Pudding Lane where the Great Fire started on 2 September 1666. Constructed between 1671 and 1677, it was built on the site of St. Margaret's, Fish Street, the first church to be destroyed by",
"How to Have Sex in an Epidemic New York City government and organizations within the LGBT community. The Gay Men's Health Crisis offered to buy all 5,000 pamphlets and promote them, with the condition that any mentions of the multifactorial model be removed from the writing. The authors refused. Berkowitz recounts in an interview it being \"infuriating\" that in 1985, the city still hadn't adopted any standard safe sex education. The advent of safe sex in urban gay male populations came too late for many people: by 1983, more than 1,476 people had died from AIDS and David France estimated that as much as half of all",
"Monument to the Great Fire of London six years to complete the 202 ft column. It was two more years before the inscription (which had been left to Wren — or to Wren's choice — to decide upon) was set in place. \"Commemorating — with a brazen disregard for the truth — the fact that 'London rises again...three short years complete that which was considered the work of ages.'\" Hooke's surviving drawings show that several versions of the monument were submitted for consideration: a plain obelisk, a column garnished with tongues of fire, and the fluted Doric column that was eventually chosen. The real contention came with"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [7, 7] 
