sentence-transformers How to use Skate-16/Clause-Guard with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Skate-16/Clause-Guard")
sentences = [
"['If Pretzel Time exercises its right of first refusal, Franchisee (and its Owners) agrees that, for a period of twelve (12) months commencing on the date of the closing, neither Franchisee (nor its Owners) shall have any direct or indirect interest (through a member of the immediate families of Franchisee or its Owners of otherwise) as a disclosed or beneficial owner, investor, partner, director, officer, employee, consultant, representative, or agent or in any other capacity in any Competitive Business located or operating within three (3) miles of the Unit, and/or three (3) miles of any other Pretzel Time Unit.', \"Franchisee also acknowledges that Pretzel Time has granted the Franchise to Franchisee in consideration of and reliance upon Franchisee's agreement to deal exclusively with Pretzel Time. Franchisee therefore agrees that during the term of the Franchise Agreement, or the period of time which Franchisee operates a Unit under this Agreement, whichever is shorter, neither Franchisee nor any Affiliate, immediate family member, or in the event Franchisee is a corporation\\n\\nany Owner thereof and member of his immediate family or in the event Franchise is a partnership any partner (general or limited) thereof and any member of his immediate family, shall:\\n\\n (1) Have any direct or indirect interest as an owner, investor, partner, director, officer, employee, consultant, representative, agent or in any other capacity in any Competitive Business located or operating at the Site or within three (3) miles of any Pretzel Time Unit in operation or under development on the effective date of termination or expiration of this Agreement, except a Pretzel Time Unit operated by Franchisee under Franchise Agreements with Pretzel Time; or\\n\\n (2) Recruit or hire any employee who, within the immediately preceding six (6) month period, was employed by Pretzel Time or any Pretzel Time Unit operated by Pretzel Time, its Affiliates or another franchisee or licensee of Pretzel Time, without obtaining the prior written permission of Pretzel Time or such franchisee.\", 'Except as otherwise provided in this Agreement and provided that Franchise is in full compliance with this Agreement, Pretzel Time and its Affiliates will not during the term of this Agreement operate or grant franchises for the operation of Pretzel Time Units within the Territory other than the Franchise granted to Franchisee pursuant to this Agreement.', \"Franchisee agrees that he will at all times faithfully, honestly, and diligently perform his obligations hereunder, that he will continuously exert his best efforts and shall continually train and supervise his personnel to Pretzel Time's reasonable standards, in furtherance of the mutual business interests of both Pretzel Time and Franchisee and that he will not engage in any other business or activity that may conflict with his obligations hereunder.\", \"Neither Franchisee nor any of its Owners shall divert or attempt to divert any business or any customers of any Pretzel Time Unit to any Competitive Business or employ or seek to employ any person who is employed by Pretzel Time, its Affiliates or a franchisee of Pretzel Time nor induce or attempt to induce any such person to leave said employment without the prior written consent of such person's employer.\", 'Franchisee therefore agrees that during the term of the Franchise Agreement, or the period of time which Franchisee operates a Unit under this Agreement, whichever is shorter, neither Franchisee nor any Affiliate, immediate family member, or in the event Franchisee is a corporation\\n\\nany Owner thereof and member of his immediate family or in the event Franchise is a partnership any partner (general or limited) thereof and any member of his immediate family, shall:\\n\\n (1) Have any direct or indirect interest as an owner, investor, partner, director, officer, employee, consultant, representative, agent or in any other capacity in any Competitive Business located or operating at the Site or within three (3) miles of any Pretzel Time Unit in operation or under development on the effective date of termination or expiration of this Agreement, except a Pretzel Time Unit operated by Franchisee under Franchise Agreements with Pretzel Time; or\\n\\n (2) Recruit or hire any employee who, within the immediately preceding six (6) month period, was employed by Pretzel Time or any Pretzel Time Unit operated by Pretzel Time, its Affiliates or another franchisee or licensee of Pretzel Time, without obtaining the prior written permission of Pretzel Time or such franchisee.', 'Franchisee (and its Owners) have executed a noncompetition covenant in favor of Pretzel Time and the transferee agreeing that, for a period of twelve (12) months commencing on the effective date of the Transfer, Franchisee, its Owners and members of the immediate families of Franchisee and each of its Owners will not hold any direct or indirect interest as a disclosed or beneficial owner, investor, partner, director, officer manager, employee, consultant, representative or agent, or in any other capacity, in a Competitive Business located or operating within three (3) miles of the Unit, and within three (3) miles of any other Pretzel Time Unit;', 'The Franchise Agreement contains a covenant not to compete which extends beyond\\n\\n\\n\\n\\n\\nthe termination of the franchise.', 'Pretzel Time will not, as long as this Agreement is in effect and Franchisee is not in default, enfranchise or operate any other Pretzel Time Franchise within the following enclosed mall or building except as otherwise provided herein (hereinafter referred to as \"Territory\"): none.', \"Upon termination of this Agreement, in accordance with its terms and conditions or by Franchisee without cause, or upon expiration of this Agreement (unless the Franchise is renewed as provided for in this Agreement), Franchisee and its Owners agree that for a period of TWELVE (12) months commencing on the effective date of termination or expiration or the date on which Franchisee complies with this Section, whichever is later, neither Franchisee, nor its Owners, nor any person or entity affiliated with Franchisee or Franchisee's shareholders or partners shall have any direct or indirect interest (through a member of the immediate families of Franchisee or its Owners or otherwise) as a disclosed or beneficial owner, investor, partner, director, officer, employee, consultant, representative, agent or in any other capacity in any Competitive Business located or operating: (1) at the Site; (2) within three (3) miles of the Unit; and/or (3) within three (3) miles of any other Pretzel Time Unit in operation or under development on the effective date of termination or expiration of this agreement for a period of one year after the termination or expiration.\"]",
"Consultant also expressly agrees that he will not, without the prior written consent of the Company, either directly or indirectly on his own behalf, or in the service or on behalf of others, solicit, divert, or attempt to solicit or divert any customer, client, supplier or vendor of the Company for a period of five (5) years for any reason, and without limitation for the purpose of harming the Company or of obtaining and disseminating its trade secrets, or other proprietary and confidential information 4.4 Non-Circumvention.",
"Upon the expiration of the initial term of this Agreement, Franchisee shall have the one time right to obtain a successor franchise to operate a Pretzel Time Unit at the Site (a \"Successor Franchise\") for a single term of five (5) years immediately following the expiration of the initial term of the Franchise upon giving Pretzel Time six (6) months notice prior to the expiration of the then current term if:\n\n (1) Franchisee and its Owners have complied with this Agreement and any amendment during the initial term of this Agreement in all material respects; and\n\n (2) Franchisee maintains possession of the Site and agrees to remodel and/or expand the Unit, add or replace equipment, furnishings, fixtures and signs and otherwise modify the Unit to bring it into compliance with specifications and standards then applicable under new or Successor Franchises for Pretzel Time Units; or if Franchisee is unable to maintain possession of the Site, or if, in the judgment of Pretzel Time, the Unit should be relocated, Franchisee secures a substitute site approved by Pretzel Time and agrees to develop expeditiously such substitute site in compliance with specifications and standards then applicable under new or successor franchises for Pretzel Time units; and\n\n (3) Pretzel Time has not given notice of its election not to renew six (6) months prior to the expiration of the initial twenty (20) year term; and\n\n (4) Franchisee is not in default of any material term or condition of the lease agreement, or any other agreement between Pretzel Time and Franchisee; and\n\n (5) Franchisee executes Pretzel Time's then current Franchise Agreement and other ancillary agreements required and being offered to new Franchisees on the date of renewal, which agreements shall supersede in all respects this Agreement and the terms of which may differ from the terms of this Agreement, including, without limitation, Royalty Fees and Advertising Fund Fees, other fees and charges, performance criteria, and a provision which allows Pretzel Time and its Affiliates to reserve the right, both within and outside of the Territory, to offer and sell at wholesale or retail, through channels of distribution distinct from those of a Franchise, Products and services which comprise, or may in the future comprise a part of the Pretzel Time System, which Products may be resold at retail to the general public by such entities; and\n\n (6) Franchisee is in full compliance with Pretzel Time's Operations Manual; and\n\n (7) On renewal, Franchisee agrees to pay the current renewal fee, the Royalty and Advertising Fund fees specified in Pretzel Time's current\n\n\n\n\n\n Franchise Agreement then being offered new Franchisees on the date of renewal; and\n\n (8) Franchisee shall execute general releases, in form satisfactory to Pretzel Time, of any and all claims against Pretzel Time and its Affiliates and their officers, directors, employees, agents, successors and assigns arising under this Agreement; and\n\n (10) Franchisee has complied with Pretzel Time's then current qualification and training requirements.",
"Newsletter: NFLA to feature Company in Weekly Newsletter \"Partner Spotlight\" a minimum of four (4) times per year."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
