sentence-transformers How to use UmarAzam/bert-base-uncased-industrialtech with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("UmarAzam/bert-base-uncased-industrialtech")
sentences = [
"drive blades sufficient RPM to flight . Rotor overspeed which can over-stress rotor pitch bearings brinelling) and, if severe enough, blade from the aircraft . and tree strikes due to low altitude and take-offs and landings . in which the aircraft unintentionally lack of . Mast List fatal records See also Notes Footnotes Bibliography, R. The God Machine From Boomerangs to Black Hawks The Story the Helicopter York Bantam 2007., . des du savant . Paris: Les Usuels . Francillon, René J. Douglas since II London:, . Frawley Gerard The International Directory of Civil Aircraft,, Canberra Act Australia: Publications Pty Ltd., 155. Munson, . Helicopters and other Rotorcraft 1907 . Blandford Publishing 1968. Flying Handbook Washington: Skyhorse Publishing Inc. 2007. Rotorcraft Flying Handbook: FAA Manual H-8083-21 ., D.C.: Federal (Flight Division), U.S. Dept Transportation 2001. Thicknesse P. Military Rotorcraft ('s World Military series). London:'s,, John .: Elsevier Butterworth-Heinemann Wragg, David War A History .: R. Hale, Zaschka . Trag- und Hubschrauber Berlin-Charlottenburg: C. E., 1936. . links – Work\" Complete site of and how they . \"That 1935 article and research helicopters . Flights — Imagination\". 1918 article on helicopter design concepts . Twin Windmill Blades Fly Wingless Ship",
" second consecutive term in 2006. However, while the army and the police's operations recovered control of regions where the guerrillas had expanded their influence during the 1980s and 1990s, the FARC displayed a capacity to re-accommodate and reactivate themselves militarily in new strategic hinterland and border regions. The FARC showed their military resilience through terrorist attacks in urban environments (El Nogal Club bombing in 2003) and a counteroffensive in 2005.\n\nÁlvaro Uribe was reelected in a landslide in 2006, and made the 'consolidation' of democratic security one of his major priorities for the second term. Between 2006 and 2010, the military struck significant blows to the FARC, and for the first time successfully targeted high-ranking members of the FARC's Secretariat. In March 2008, Raúl Reyes was killed in a cross-border operation in Ecuador (which sparked a major diplomatic crisis), followed in May 2008 by the natural death of the FARC's historic leader Manuel Marulanda. In the midst of military blows, the FARC sought to maintain the political initiative by promoting a humanitarian exchange, and President Uribe bowed to public pressure in August 2007 by agreeing to discussions mediated by Venezuelan President Hugo Chávez. In November 2007, however, Uribe ended Chávez's mediation. Henceforth, the liberation of hostages came through unilateral decisions by the FARC (Operation Emmanuel) with Venezuelan mediation or military rescue operations (Operation Jaque).\n\nAlthough no formal peace talks with the FARC were initiated under Uribe's presidency, informal contacts were clandestinely made. In 2012, as the current peace process began, El Tiempo related how Uribe had sought \"secret approaches with the FARC in search of a peace process\" until the final moments of his second term. In 2013, former Swiss mediator Jean Pierre Gontard stated that, in 2006, Uribe had ordered three small secret unilateral ceasefires to facilitate talks between both parties.\n\nIn July 2008, following the rescue of 15 hostages by the Colombian military in Operation Jaque, the government made contact with the FARC, notably the organization's new leader Alfonso Cano, to offer them a \"dignified\" exit. Near the end of Uribe's term in January 2010, the then-High Commissioner for Peace, Frank Pearl, told U.S. Ambassador William Brownfield that he had opened channels of communication with the FARC to build confidence and prepare roadmaps for the next administration. In February 2010, according",
" United States, the United Kingdom, Russia, France, and China—plus Germany) and the European Union. The Obama administration agreed to lift sanctions on Iran that had devastated their economy for years, in return Iran promised to give up their nuclear capabilities and allow workers from the UN to do facility checks whenever they so please. President Obama urged US Congress to support the nuclear deal reminding politicians that were wary that if the deal fell through, the US would reinstate their sanctions on Iran. Still, the lawmakers had a negative approach towards Iran, viewing it as a security threat to the US, its allies, and the international community, in line with existing stereotypical depictions of the country.\n\nFollowing the deal, the U.S. supported a UN Security Council resolution that endorsed the JCPOA—the United Nations Security Council Resolution 2231 of 20 July 2015. The resolution welcomed \"Iran's reaffirmation in the JCPOA that it will under no circumstances ever seek, develop or acquire any nuclear weapons\".\n\nIn 2015, The Washington Post claimed that 2 to 1 Americans supported the United States' efforts to negotiate with Iran on behalf of their nuclear capabilities. The Washington Post also stated that 59% of Americans favored the lifting of sanctions on Iran's economy in return for the power to regulate Iran's nuclear arms. A polling group called YouGov also did a survey before President Trump took office and found that in approximately 44% of Americans thought that the President should honor international agreements signed by past presidents. The Polling Report has reaffirmed the positive polling numbers from using sources ranging from CNN polls to ABC polls and found that the majority of America was in support of the Iran Nuclear Deal in 2015. By 2016 Gallup News reported that the overall public opinion of the US–Iran nuclear deal was at 30% approval and the disapproval was reported to be at 57%, and 14% had no opinion on the deal. Finally, the latest polls show that in October 2017, Lobe Log (polling firm) found that about 45% of Americans were opposed to the Iran nuclear deal. The approval polls found that only 30% of Americans supported the Iran nuclear deal, staying consistent within the last year.\n\nIn February 2015, former Congressman Jim Slattery claimed to have visited Iran in December 2014 from an invitation by the Iranian government where he attended the World Against Violence and Extremism conference making him the first American lawmaker to visit the country after the Iranian Revolution. He claimed to have met with President Rouhani stating that Rouhani was",
" drive the blades at sufficient RPM to maintain flight.\n Rotor overspeed, which can over-stress the rotor hub pitch bearings (brinelling) and, if severe enough, cause blade separation from the aircraft.\n Wire and tree strikes due to low altitude operations and take-offs and landings in remote locations.\n Controlled flight into terrain in which the aircraft is flown into the ground unintentionally due to a lack of situational awareness.\n Mast bumping in some helicopters\n\nList of fatal crashes\n\nWorld records\n\nSee also\n\nReferences\n\nNotes\n\nFootnotes\n\nBibliography\n\n Chiles, James R. The God Machine: From Boomerangs to Black Hawks: The Story of the Helicopter. New York: Bantam Books, 2007. .\n Cottez, Henri. Dictionnaire des structures du vocabulaire savant. Paris: Les Usuels du Robert. 1980. .\n Francillon, René J. McDonnell Douglas Aircraft since 1920: Volume II. London: Putnam, 1997. .\n Frawley, Gerard. The International Directory of Civil Aircraft, 2003–2004. Fyshwick, Canberra, Act, Australia: Aerospace Publications Pty Ltd., 2003, p. 155. .\n Munson, Kenneth. Helicopters and other Rotorcraft since 1907. London: Blandford Publishing, 1968. .\n Rotorcraft Flying Handbook. Washington: Skyhorse Publishing, Inc., 2007. .\n Rotorcraft Flying Handbook: FAA Manual H-8083-21. Washington, D.C.: Federal Aviation Administration (Flight Standards Division), U.S. Dept. of Transportation, 2001. .\n Thicknesse, P. Military Rotorcraft (Brassey's World Military Technology series). London: Brassey's, 2000. .\n Watkinson, John. Art of the Helicopter. Oxford: Elsevier Butterworth-Heinemann, 2004. \n Wragg, David W. Helicopters at War: A Pictorial History. London: R. Hale, 1983. .\n Zaschka, Engelbert. Drehflügelflugzeuge. Trag- und Hubschrauber. Berlin-Charlottenburg: C. J. E. Volckmann Nachf. E. Wette, 1936. .\n\nExternal links\n\n \"Helicopterpage.com – How Helicopters Work\" Complete site explaining different aspects of helicopters and how they work.\n \"Planes That Go Straight Up\". 1935 article about early development and research into helicopters.\n \"Flights — of the Imagination\". 1918 article on helicopter design concepts.\n \"Twin Windmill Blades Fly Wingless Ship"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
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