Model: suhwan3/mpnet-step2
Author: suhwan3
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:128997, loss:MultipleNegativesRankingLoss, dataset:hobbang/stage2-dataset, arxiv:1908.10084, arxiv:1705.00652, base_model:suhwan3/mpnet_step1, base_model:finetune:suhwan3/mpnet_step1, endpoints_compatible, region:us
Base models (finetune): id: suhwan3/mpnet_step1
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:128997, loss:MultipleNegativesRankingLoss
base_model: suhwan3/mpnet_step1
widget: source_sentence: The Global X S&P 500 Risk Managed Income ETF seeks to track the Cboe S&P 500 Risk Managed Income Index by investing at least 80% of its assets in index securities. The index's strategy involves holding the underlying stocks of the S&P 500 Index while applying an options collar, specifically selling at-the-money covered call options and buying monthly 5% out-of-the-money put options corresponding to the portfolio's value. This approach aims to generate income, ideally resulting in a net credit from the options premiums, and provide risk management, though selling at-the-money calls inherently caps the fund's potential for upside participation.
sentences: Nasdaq, Inc. operates as a technology company that serves capital markets and other industries worldwide. The Market Technology segment includes anti financial crime technology business, which offers Nasdaq Trade Surveillance, a SaaS solution for brokers and other market participants to assist them in complying with market rules, regulations, and internal market surveillance policies; Nasdaq Automated Investigator, a cloud-deployed anti-money laundering tool; and Verafin, a SaaS technology provider of anti-financial crime management solutions. This segment also handles assets, such as cash equities, equity derivatives, currencies, interest-bearing securities, commodities, energy products, and digital currencies. The Investment Intelligence segment sells and distributes historical and real-time market data; develops and licenses Nasdaq-branded indexes and financial products; and provides investment insights and workflow solutions. The Corporate Platforms segment operates listing platforms; and offers investor relations intelligence and governance solutions. As of December 31, 2021, it had 4,178 companies listed securities on The Nasdaq Stock Market, including 1,632 listings on The Nasdaq Global Select Market; 1,169 on The Nasdaq Global Market; and 1,377 on The Nasdaq Capital Market. The Market Services segment includes equity derivative trading and clearing, cash equity trading, fixed income and commodities trading and clearing, and trade management service businesses. This segment operates various exchanges and other marketplace facilities across various asset classes, which include derivatives, commodities, cash equity, debt, structured products, and exchange traded products; and provides broker, clearing, settlement, and central depository services. The company was formerly known as The NASDAQ OMX Group, Inc. and changed its name to Nasdaq, Inc. in September 2015. Nasdaq, Inc. was founded in 1971 and is headquartered in New York, New York., Jabil Inc. provides manufacturing services and solutions worldwide. The company operates in two segments, Electronics Manufacturing Services and Diversified Manufacturing Services. It offers electronics design, production, and product management services. The company provides electronic design services, such as application-specific integrated circuit design, firmware development, and rapid prototyping services; and designs plastic and metal enclosures that include the electro-mechanics, such as the printed circuit board assemblies (PCBA). It also specializes in the three-dimensional mechanical design comprising the analysis of electronic, electro-mechanical, and optical assemblies, as well as offers various industrial design, mechanism development, and tooling management services. In addition, the company provides computer-assisted design services consisting of PCBA design, as well as PCBA design validation and verification services; and other consulting services, such as the generation of a bill of materials, approved vendor list, and assembly equipment configuration for various PCBA designs. Further, it offers product and process validation services, such as product system, product safety, regulatory compliance, and reliability tests, as well as manufacturing test solution development services. Additionally, the company provides systems assembly, test, direct-order fulfillment, and configure-to-order services. It serves 5G, wireless and cloud, digital print and retail, industrial and semi-cap, networking and storage, automotive and transportation, connected devices, healthcare and packaging, and mobility industries. The company was formerly known as Jabil Circuit, Inc. and changed its name to Jabil Inc. in June 2017. Jabil Inc. was founded in 1966 and is headquartered in Saint Petersburg, Florida., Realty Income, The Monthly Dividend Company, is an S&P 500 company dedicated to providing stockholders with dependable monthly income. The company is structured as a REIT, and its monthly dividends are supported by the cash flow from over 6,500 real estate properties owned under long-term lease agreements with our commercial clients. To date, the company has declared 608 consecutive common stock monthly dividends throughout its 52-year operating history and increased the dividend 109 times since Realty Income's public listing in 1994 (NYSE: O). The company is a member of the S&P 500 Dividend Aristocrats index. Additional information about the company can be obtained from the corporate website at www.realtyincome.com., source_sentence: The iShares U.S. Telecommunications ETF (IYZ) seeks to track the investment results of the Russell 1000 Telecommunications RIC 22.5/45 Capped Index, which measures the performance of the U.S. telecommunications sector of the U.S. equity market as defined by FTSE Russell. This market-cap-weighted index includes large-cap companies involved in telecom equipment and service provision and is subject to regulatory capping that limits single holdings to 22.5% and aggregate large holdings to 45%. The fund generally invests at least 80% of its assets in the component securities of its underlying index and is non-diversified; the underlying index is rebalanced quarterly.
sentences: Kanzhun Limited operates an online recruitment platform, BOSS Zhipin in the People's Republic of China. Its recruitment platform assists the recruitment process between job seekers and employers for enterprises, and corporations. The company was founded in 2013 and is headquartered in Beijing, the People's Republic of China., Frontier Communications Parent, Inc., together with its subsidiaries, provides communications services for consumer and business customers in 25 states in the United States. It offers data and Internet, voice, video, and other services. The company was formerly known as Frontier Communications Corporation and changed its name to Frontier Communications Parent, Inc. in April 2021. Frontier Communications Parent, Inc. was incorporated in 1935 and is based in Norwalk, Connecticut., Broadcom Inc. designs, develops, and supplies various semiconductor devices with a focus on complex digital and mixed signal complementary metal oxide semiconductor based devices and analog III-V based products worldwide. The company operates in two segments, Semiconductor Solutions and Infrastructure Software. It provides set-top box system-on-chips (SoCs); cable, digital subscriber line, and passive optical networking central office/consumer premise equipment SoCs; wireless local area network access point SoCs; Ethernet switching and routing merchant silicon products; embedded processors and controllers; serializer/deserializer application specific integrated circuits; optical and copper, and physical layers; and fiber optic transmitter and receiver components. The company also offers RF front end modules, filters, and power amplifiers; Wi-Fi, Bluetooth, and global positioning system/global navigation satellite system SoCs; custom touch controllers; serial attached small computer system interface, and redundant array of independent disks controllers and adapters; peripheral component interconnect express switches; fiber channel host bus adapters; read channel based SoCs; custom flash controllers; preamplifiers; and optocouplers, industrial fiber optics, and motion control encoders and subsystems. Its products are used in various applications, including enterprise and data center networking, home connectivity, set-top boxes, broadband access, telecommunication equipment, smartphones and base stations, data center servers and storage systems, factory automation, power generation and alternative energy systems, and electronic displays. Broadcom Inc. was incorporated in 2018 and is headquartered in San Jose, California., source_sentence: The Xtrackers MSCI Emerging Markets ESG Leaders Equity ETF tracks an index of large- and mid-cap emerging market stocks that emphasize strong environmental, social, and governance (ESG) characteristics. The index first excludes companies involved in specific controversial industries. From the remaining universe, it ranks stocks based on MSCI ESG scores, including a controversy component, to identify and select the highest-ranking ESG leaders, effectively screening out ESG laggards. To maintain market-like country and sector weights, the index selects the top ESG-scoring stocks within each sector until a specified market capitalization threshold is reached. Selected stocks are then weighted by market capitalization within their respective sectors. The fund typically invests over 80% of its assets in the securities of this underlying index.
sentences: Info Edge (India) Limited operates as an online classifieds company in the areas of recruitment, matrimony, real estate, and education and related services in India and internationally. It operates through Recruitment Solutions, 99acres, and Other segments. The company offers recruitment services through naukri.com, an online job website for job seekers and corporate customers, including hiring consultants; firstnaukri.com, a job search network for college students and recent graduates; naukrigulf.com, a website catering to Gulf markets; and quadranglesearch.com, a site that provides off-line placement services to middle and senior management, as well as Highorbit/iimjobs.com, zwayam.com, hirist.com, doselect.com, ambitionbox.com, bigshyft.com, and jobhai.com. It also provides 99acres.com, which offers listing of properties for sale, purchase, and rent; Jeevansathi.com, an online matrimonial classifieds services; and shiksha.com, an education classified website that helps students to decide their undergraduate and postgraduate options by providing useful information on careers, exams, colleges, and courses, as well as operates multiple dating platforms on the web through its mobile apps Aisle, Anbe, Arike and HeyDil. In addition, the company provides internet, computer, and electronic and related services; and software development, consultancy, technical support for consumer companies, SAAS providers, and other services in the field of information technology and product development, as well as brokerage services in the real estate sector. Further, it acts as an investment adviser and manager, financial and management consultant, and sponsor of alternative investment funds, as well as provides advertising space for colleges and universities on www.shiksha.com. Info Edge (India) Limited was incorporated in 1995 and is based in Noida, India., China Overseas Land & Investment Limited, an investment holding company, engages in the property development and investment, and other operations in the People's Republic of China and the United Kingdom. The company operates through Property Development, Property Investment, and Other Operations segments. It is involved in the investment, development, and rental of residential and commercial properties; issuance of guaranteed notes and corporate bonds; and hotel operation activities. The company also provides construction and building design consultancy services. In addition, it engages in the investment and financing, land consolidation, regional planning, engineering construction, industrial import, commercial operation, and property management. Further, the company offers urban services, including office buildings, flexible working space, shopping malls, star-rated hotels, long-term rental apartments, logistics parks, and architectural design and construction. The company was founded in 1979 and is based in Central, Hong Kong. China Overseas Land & Investment Limited is a subsidiary of China Overseas Holdings Limited., Mastercard Incorporated, a technology company, provides transaction processing and other payment-related products and services in the United States and internationally. It facilitates the processing of payment transactions, including authorization, clearing, and settlement, as well as delivers other payment-related products and services. The company offers integrated products and value-added services for account holders, merchants, financial institutions, businesses, governments, and other organizations, such as programs that enable issuers to provide consumers with credits to defer payments; prepaid programs and management services; commercial credit and debit payment products and solutions; and payment products and solutions that allow its customers to access funds in deposit and other accounts. It also provides value-added products and services comprising cyber and intelligence solutions for parties to transact, as well as proprietary insights, drawing on principled use of consumer, and merchant data services. In addition, the company offers analytics, test and learn, consulting, managed services, loyalty, processing, and payment gateway solutions for e-commerce merchants. Further, it provides open banking and digital identity platforms services. The company offers payment solutions and services under the MasterCard, Maestro, and Cirrus. Mastercard Incorporated was founded in 1966 and is headquartered in Purchase, New York., source_sentence: The Global X S&P 500 Risk Managed Income ETF seeks to track the Cboe S&P 500 Risk Managed Income Index by investing at least 80% of its assets in index securities. The index's strategy involves holding the underlying stocks of the S&P 500 Index while applying an options collar, specifically selling at-the-money covered call options and buying monthly 5% out-of-the-money put options corresponding to the portfolio's value. This approach aims to generate income, ideally resulting in a net credit from the options premiums, and provide risk management, though selling at-the-money calls inherently caps the fund's potential for upside participation.
sentences: Incyte Corporation, a biopharmaceutical company, focuses on the discovery, development, and commercialization of proprietary therapeutics in the United States and internationally. The company offers JAKAFI, a drug for the treatment of myelofibrosis and polycythemia vera; PEMAZYRE, a fibroblast growth factor receptor kinase inhibitor that act as oncogenic drivers in various liquid and solid tumor types; and ICLUSIG, a kinase inhibitor to treat chronic myeloid leukemia and philadelphia-chromosome positive acute lymphoblastic leukemia. Its clinical stage products include ruxolitinib, a steroid-refractory chronic graft-versus-host-diseases (GVHD); itacitinib, which is in Phase II/III clinical trial to treat naive chronic GVHD; and pemigatinib for treating bladder cancer, cholangiocarcinoma, myeloproliferative syndrome, and tumor agnostic. In addition, the company engages in developing Parsaclisib, which is in Phase II clinical trial for follicular lymphoma, marginal zone lymphoma, and mantel cell lymphoma. Additionally, it develops Retifanlimab that is in Phase II clinical trials for MSI-high endometrial cancer, merkel cell carcinoma, and anal cancer, as well as in Phase II clinical trials for patients with non-small cell lung cancer. It has collaboration agreements with Novartis International Pharmaceutical Ltd.; Eli Lilly and Company; Agenus Inc.; Calithera Biosciences, Inc; MacroGenics, Inc.; Merus N.V.; Syros Pharmaceuticals, Inc.; Innovent Biologics, Inc.; Zai Lab Limited; Cellenkos, Inc.; and Nimble Therapeutics, as well as clinical collaborations with MorphoSys AG and Xencor, Inc. to investigate the combination of tafasitamab, plamotamab, and lenalidomide in patients with relapsed or refractory diffuse large B-cell lymphoma, and relapsed or refractory follicular lymphoma. The company was incorporated in 1991 and is headquartered in Wilmington, Delaware., Omnicom Group Inc., together with its subsidiaries, provides advertising, marketing, and corporate communications services. It provides a range of services in the areas of advertising, customer relationship management, public relations, and healthcare. The company's services include advertising, branding, content marketing, corporate social responsibility consulting, crisis communications, custom publishing, data analytics, database management, digital/direct marketing, digital transformation, entertainment marketing, experiential marketing, field marketing, financial/corporate business-to-business advertising, graphic arts/digital imaging, healthcare marketing and communications, and in-store design services. Its services also comprise interactive marketing, investor relations, marketing research, media planning and buying, merchandising and point of sale, mobile marketing, multi-cultural marketing, non-profit marketing, organizational communications, package design, product placement, promotional marketing, public affairs, retail marketing, sales support, search engine marketing, shopper marketing, social media marketing, and sports and event marketing services. It operates in the United States, Canada, Puerto Rico, South America, Mexico, Europe, the Middle East, Africa, Australia, Greater China, India, Japan, Korea, New Zealand, Singapore, and other Asian countries. The company was incorporated in 1944 and is based in New York, New York., NetApp, Inc. provides cloud-led and data-centric services to manage and share data on-premises, and private and public clouds worldwide. It operates in two segments, Hybrid Cloud and Public Could. The company offers intelligent data management software, such as NetApp ONTAP, NetApp Snapshot, NetApp SnapCenter Backup Management, NetApp SnapMirror Data Replication, NetApp SnapLock Data Compliance, NetApp ElementOS software, and NetApp SANtricity software; and storage infrastructure solutions, including NetApp All-Flash FAS series, NetApp Fabric Attached Storage, NetApp FlexPod, NetApp E/EF series, NetApp StorageGRID, and NetApp SolidFire. It also provides cloud storage and data services comprising NetApp Cloud Volumes ONTAP, Azure NetApp Files, Amazon FSx for NetApp ONTAP, NetApp Cloud Volumes Service for Google Cloud, NetApp Cloud Sync, NetApp Cloud Tiering, NetApp Cloud Backup, NetApp Cloud Data Sense, and NetApp Cloud Volumes Edge Cache; and cloud operations services, such as NetApp Cloud Insights, Spot Ocean Kubernetes Suite, Spot Security, Spot Eco, and Spot CloudCheckr. In addition, the company offers application-aware data management service under the NetApp Astra name; and professional and support services, such as strategic consulting, professional, managed, and support services. Further, it provides assessment, design, implementation, and migration services. The company serves the energy, financial service, government, technology, internet, life science, healthcare service, manufacturing, media, entertainment, animation, video postproduction, and telecommunication markets through a direct sales force and an ecosystem of partners. NetApp, Inc. was incorporated in 1992 and is headquartered in San Jose, California., source_sentence: The Global X S&P 500 Risk Managed Income ETF seeks to track the Cboe S&P 500 Risk Managed Income Index by investing at least 80% of its assets in index securities. The index's strategy involves holding the underlying stocks of the S&P 500 Index while applying an options collar, specifically selling at-the-money covered call options and buying monthly 5% out-of-the-money put options corresponding to the portfolio's value. This approach aims to generate income, ideally resulting in a net credit from the options premiums, and provide risk management, though selling at-the-money calls inherently caps the fund's potential for upside participation.
sentences: Walgreens Boots Alliance, Inc. operates as a pharmacy-led health and beauty retail company. It operates through two segments, the United States and International. The United States segment sells prescription drugs and an assortment of retail products, including health, wellness, beauty, personal care, consumable, and general merchandise products through its retail drugstores. It also provides central specialty pharmacy services and mail services. As of August 31, 2021, this segment operated 8,965 retail stores under the Walgreens and Duane Reade brands in the United States; and five specialty pharmacies. The International segment sells prescription drugs; and health and wellness, beauty, personal care, and other consumer products through its pharmacy-led health and beauty retail stores and optical practices, as well as through boots.com and an integrated mobile application. It also engages in pharmaceutical wholesaling and distribution business in Germany. As of August 31, 2021, this segment operated 4,031 retail stores under the Boots, Benavides, and Ahumada in the United Kingdom, Thailand, Norway, the Republic of Ireland, the Netherlands, Mexico, and Chile; and 548 optical practices, including 160 on a franchise basis. Walgreens Boots Alliance, Inc. was founded in 1901 and is based in Deerfield, Illinois., Middlesex Water Company owns and operates regulated water utility and wastewater systems. It operates in two segments, Regulated and Non-Regulated. The Regulated segment collects, treats, and distributes water on a retail and wholesale basis to residential, commercial, industrial, and fire protection customers, as well as provides regulated wastewater systems in New Jersey and Delaware. The Non-Regulated segment provides non-regulated contract services for the operation and maintenance of municipal and private water and wastewater systems in New Jersey and Delaware. The company was incorporated in 1896 and is headquartered in Iselin, New Jersey., Liberty Broadband Corporation engages in the communications businesses. It operates through GCI Holdings and Charter segments. The GCI Holdings segment provides a range of wireless, data, video, voice, and managed services to residential customers, businesses, governmental entities, and educational and medical institutions primarily in Alaska under the GCI brand. The Charter segment offers subscription-based video services comprising video on demand, high-definition television, and digital video recorder service; local and long-distance calling, voicemail, call waiting, caller ID, call forwarding, and other voice services, as well as international calling services; and Spectrum TV. It also provides internet services, including an in-home Wi-Fi product that provides customers with high-performance wireless routers and managed Wi-Fi services; advanced community Wi-Fi; mobile internet; and a security suite that offers protection against computer viruses and spyware. In addition, this segment offers internet access, data networking, fiber connectivity to cellular towers and office buildings, video entertainment, and business telephone services; advertising services on cable television networks and digital outlets; and operates regional sports and news networks. Liberty Broadband Corporation was incorporated in 2014 and is based in Englewood, Colorado.
datasets: hobbang/stage2-dataset
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 7
Created: 2025-04-24 13:26:48