Add new SentenceTransformer model.

1_Pooling/config.json

@@ -1,5 +1,5 @@
 {
-  "word_embedding_dimension": 512,
+  "word_embedding_dimension": 384,
   "pooling_mode_cls_token": false,
   "pooling_mode_mean_tokens": true,
   "pooling_mode_max_tokens": false,

README.md

@@ -6,339 +6,456 @@ tags:
 - sentence-similarity
 - feature-extraction
 - generated_from_trainer
-- dataset_size:9260
+- dataset_size:53224
 - loss:MultipleNegativesRankingLoss
-base_model: jinaai/jina-embeddings-v2-small-en
+base_model: sentence-transformers/all-MiniLM-L6-v2
 widget:
-- source_sentence: '
-
-    If the adjudication of disappearance is made with respect to A, who was aboard
-    a vessel which later sank, A is deemed to have died upon elapse of one year after
-    the sinking accident.
-
-    '
+- source_sentence: are my notes shared with any third parties?
   sentences:
-  - '
-
-    Article 31
-
-    A person subject to a declaration of disappearance pursuant to the provisions
-    of paragraph (1) of the preceding Article is deemed to have died when the period
-    of time referred to in that paragraph ended, and a person subject to a declaration
-    of disappearance pursuant to the provisions of paragraph (2) of that Article is
-    deemed to have died when that danger had passed.
-
-    Article 30
-
-    (1) If it has been unclear for seven years whether an absentee is dead or alive,
-    the family court may enter a declaration of disappearance at the request of an
-    interested person.
-
-    (2) The provisions of the preceding paragraph also apply if it has been unclear
-    whether a person who has entered a war zone, was aboard a vessel that has sunk,
-    or was otherwise exposed to a danger likely to result in a person''s death is
-    dead or alive, for one year after the war has ended, the vessel sank, or such
-    other danger has passed..
-
-    '
-  - '
-
-    Article 9
-
-    A juridical act performed by an adult ward is voidable;provided, however, that
-    this does not apply to the purchase of daily necessities or to any other act involved
-    in day-to-day life..
-
-    '
-  - '
-
-    Article 97
-
-    (1) A manifestation of intention becomes effective at the time notice thereof
-    reaches the other party.
-
-    (2) If the other party prevents notice of a manifestation of intention from reaching
-    them without a legitimate reason, the notice is deemed to have reached that party
-    at the time it would have normally reached them.
-
-    (3) The effect of a manifestation of intention is not impaired even if the person
-    making it dies, loses mental capacity, or becomes subject to restrictions on their
-    legal capacity to act after having sent the notice..
-
-    '
-- source_sentence: '
-
-    In cases where  a contract that creates a pledge upon a claim that cannot be assigned
-    due to its nature has been made, such contract is void, regardless of whether
-    the pledgee acted in good or bad faith regarding said non-assignability.
-
-    '
+  - We may share data with social networks at your request.
+  - 'We may use the data we collect to:'
+  - Evernote is not in the business of selling or renting your information.
+  - 'Account information for third party services: If you interact with a third party
+    service when using our Sites, such as if you use a third party service to log-in
+    to our Sites (e.g., Facebook, Google, or Twitter), or if you share content from
+    our Sites through a third party social media service, the third party service
+    will send us information about you, such as information from your public profile,
+    if the third party service and your account settings allow such sharing.'
+  - With that in mind, when you purchase an item, your customer information may be
+    shared with other select companies whose products and services you may find useful
+    and those select companies will handle, store, retain, use, share and access personal
+    information in accordance with their own privacy policies, and we disclaim any
+    and all liability relating thereto.
+  - Usage activity, interactions within our apps
+  - where a third party claims that any content posted or uploaded by you to our Platform
+    constitutes a violation of their intellectual property rights, or of their right
+    to privacy.
+  - In addition, parts of the Service may be hosted by a third party on our behalf.
+- source_sentence: which third party entities will have access to my data?
   sentences:
-  - '
-
-    Article 372
-
-    The provisions of Article 296, Article 304
-
-    and Article 351
-
-    apply mutatis mutandis to mortgages.
-
-    Article 304
-
-    (1) A statutory lien may also be exercised against things including monies that
-    the obligor is to receive as a result of the sale, lease or loss of, or damage
-    to, the subject matter of the statutory lien;provided, however, that the holder
-    of the statutory lien must attach the same before the payment or delivery of the
-    monies or other thing.
-
-    (2) The provisions of the preceding paragraph also apply to the consideration
-    for real rights created by the obligor on the subject matter of the statutory
-    lien..
-
-    '
-  - '
-
-    Article 636
-
-    If the contractor delivers to the party ordering work of a content the subject
-    matter of work that does not conform to the terms of the contract with respect
-    to the kind or quality (in the case of the subject matter of work that is not
-    required to be delivered, if the subject matter of work does not conform to the
-    terms of the contract with respect to the kind or quality when the work is finished),
-    the party ordering work may not demand cure of the non-conformity of performance,
-    demand a reduction of the remuneration, claim compensation for loss or damage,
-    or cancel the contract, on the grounds of the non-conformity caused by the nature
-    of the materials that the party ordering work has provided or any instructions
-    that the relevant party has given;provided, however, that this does not apply
-    if the contractor knew that the materials or instructions were inappropriate but
-    did not notify the ordering party of this..
-
-    '
-  - '
-
-    Article 343
-
-    A thing that cannot be transferred to another person may not be made the subject
-    of a pledge..
-
-    '
+  - We also may share information about you with third parties whenever you consent
+    to or direct such sharing.
+  - All data transferred by us between your device and our services is encrypted.
+  - Processing your data in order to meet certain legal or regulatory obligations;
+    and
+  - In certain occasions, Khan Academy may share this data with business partners
+    to improve our services or offerings.
+  - We receive and store any information you enter on our Website or give us in any
+    other way.
+  - Does IMDb Share the Information It Receives?
+  - We also require that our suppliers protect such information from unauthorized
+    access, use, and disclosure.
+  - If Touchnote Limited or substantially all of its assets are acquired by a third
+    party, in which case personal data held by it about its customers will be one
+    of the transferred assets.
 - source_sentence: '
 
-    If a mortgage creation contract has the agreement of the mortgagee and of the
-    mortgagor that has ownership of the subject matter of the mortgage, it will be
-    effective even if it is not in writing and there is no registration of its creation.
+    In cases an agent is entrusted to perform any specific juristic act, if the agent
+    performs such act in accordance with the instructions of the principal, the principal
+    may not assert that the agent did not know a particular circumstance without negligence
+    which the principal did not know due to his/her negligence.
 
     '
   sentences:
   - '
 
-    Article 176
-
-    The creation and transfer of a real right becomes effective solely by the manifestations
-    of intention of the parties.
-
-    Article 177
+    Article 406
 
-    Acquisitions of, losses of and changes in real rights on immovables may not be
-    duly asserted against any third parties, unless the same are registered pursuant
-    to the applicable provisions of the Real Property Registration Act (Act No. 123
-    of 2004) and other laws regarding registration..
+    If the subject matter of the claim is to be determined by a choice being made
+    from among more than one performance, the right to choose belongs to the obligor..
 
     '
   - '
 
-    Article 370
+    Article 494
 
-    A mortgage extends to the things that form an integral part of the immovables
-    that are the subject matter of the mortgage (hereinafter referred to as "mortgaged
-    immovables") except for buildings on the mortgaged land; provided, however, that
-    this does not apply if the act establishing the mortgage provides otherwise or
-    the rescission of fraudulent act may be demanded as prescribed in Article 424,
-    paragraph (3) with regard to the act of the obligor..
+    (1) In the following cases, a performer may deposit the subject matter of the
+    performance with an official depository for the benefit of the obligee. In such
+    a case, the claim is extinguished when the performer makes the deposit:
 
-    '
-  - '
+    (i) the performer tenders the performance, and the obligee refuses to accept it;
+    or
 
-    Article 335
+    (ii) the obligee is unable to accept the performance.
 
-    (1) Holders of general statutory liens cannot be paid out of immovables unless
-    they are first paid out of property other than immovables and a claim that is
-    not satisfied remains.
+    (2) The preceding paragraph also applies if the performer is unable to ascertain
+    the obligee;provided, however, that this does not apply if the performer is negligent
+    in this respect.
 
-    (2) With respect to immovables, holders of general statutory liens must first
-    be paid out of those that are not the subject matters of special security.
+    Article 474
 
-    (3) If holders of general statutory liens fail to participate in distributions
-    in accordance with the provisions of the preceding two paragraphs, they may not
-    exercise their statutory liens against registered third parties with respect to
-    amounts that would have been paid to them if they had participated in the distribution.
+    (1) A third party may also perform an obligation.
 
-    (4) The provisions of the preceding three paragraphs do not apply if the proceeds
-    of immovables are distributed prior to the proceeds of assets other than immovables,
-    or if the proceeds of immovables that are the subject matter of a special security
-    are distributed prior to the proceeds of other immovables..
+    (2) A third party that has no legitimate interest in performing an obligation
+    may not perform the obligation against the will of the obligor;provided, however,
+    that this does not apply if the obligee did not know that the performance is against
+    the will of the obligor.
 
-    '
-- source_sentence: '
-
-    In cases where any defect in the installation or preservation of any structure
-    on land caused damages to A,if B who possesses such structure shall be liable
-    to compensate for those damages, the owner must compensate for the damages too
-    when B has no financial resources.
-
-    '
-  sentences:
-  - '
-
-    Article 192 A person that commences the possession of movables peacefully and
-    openly by a transactional act acquires the rights that are exercised with respect
-    to the movables immediately if the person possesses it in good faith and without
-    negligence.
-
-    Article 193 In the cases provided for in the preceding Article, if the possessed
-    thing constitutes stolen or lost property, the victim or the person that lost
-    the thing may demand the return of that thing from the possessor within two years
-    from the time of the loss or theft.
-
-    '
-  - '
-
-    Article 717
-
-    (1) If a defect in the installation or preservation of a structure on land causes
-    damage to another person, the possessor of that structure is liable to the person
-    incurring damage to compensate for the damage;provided, however, that if the possessor
-    has exercised the necessary care to prevent the damage, the owner must compensate
-    for the damage.
+    (3) The third party prescribed in the preceding paragraph may not perform the
+    obligation against the will of the obligee;provided, however, that this does not
+    apply if the third party performs the obligation as requested by the obligor,
+    and the obligee knew this.
 
-    (2) The provisions of the preceding paragraph apply mutatis mutandis if there
-    is a defect in the planting or supporting of bamboo or trees.
-
-    (3) In the cases referred to in the preceding two paragraphs, if there is another
-    person that is liable for the cause of the damage, the possessor or owner may
-    exercise their right to reimbursement against that person..
+    (4) The provisions of the preceding three paragraphs do not apply if the nature
+    of an obligation does not permit the performance by a third party or if a party
+    manifests the intention to prohibit or restrict the performance by a third party..
 
     '
   - '
 
-    Article 587-2
-
-    (1) Notwithstanding the provisions of the preceding Article, a loan for consumption
-    made in writing becomes effective when a first party promises to deliver money
-    or any other thing and a second party promises to return a thing of the same type,
-    quality, and quantity as the thing delivered.
+    Article 101
 
-    (2) The borrower of a loan for consumption made in writing may cancel the contract
-    until the borrower receives the money or other thing from the lender. In such
-    a case, if the lender sustains any damage from the cancellation of the contract,
-    the lender may claim compensation therefor.
+    (1) If the validity of a manifestation of intention that an agent has made to
+    the other party is to be influenced by the absence of intention; by mistake, fraud,
+    or duress; or by the knowledge of or negligence in not knowing of a particular
+    circumstance; whether or not any such fact was present is decided as it concerns
+    the agent.
 
-    (3) A loan for consumption made in writing ceases to be effective if either of
-    the parties receives an order commencing bankruptcy proceedings before the borrower
-    receives the thing such as money from the lender.
+    (2) If the validity of a manifestation of intention that the other party has made
+    to the agent is to be influenced by the recipient''s knowledge of or negligence
+    in not knowing of a particular circumstance, whether or not any such fact was
+    present is decided as it concerns the agent.
 
-    (4) If a loan for consumption is made by means of an electronic or magnetic record
-    in which its content is recorded, the loan for consumption is deemed to have been
-    made in writing, and the provisions of the preceding three paragraphs apply thereto..
-
-    '
-- source_sentence: '
-
-    In cases where real rights do not require requirements of perfection, the real
-    rights that formed earlier in time take priority.
+    (3) If an agent who has been entrusted with performing a specific juridical act
+    performs that act, the principal may not assert that the agent did not know of
+    any particular circumstance of which the principal knew. The same applies to any
+    circumstance of which the principal did not know due to the principal''s own negligence..
 
     '
+- source_sentence: Are times zones, (i.e. a geo-spatial frame of reference) considered
+    in age based regulations? Bob was born in British Columbia (GMT-7) on March 7th
+    at 11 p.m. local time. Alice was born the next day, March 8th, in Nova Scotia
+    (GMT-3) at 1 a.m. local time, which is 2 hours before Bob was born, due to the
+    time zone difference. Bob and Alice are in Vancouver (GMT-7). It is Bob's 19th
+    birthday. Bob is of legal drinking age according to Canadian law and the birthdate
+    listed on his driver's license, Alice is not. They both have a glass of wine with
+    dinner. The legality of drinking is based on age, so could Alice be arrested for
+    underage drinking based on the birth date listed in her driver's license even
+    though she is technically "older" than Bob based on a geo-spatial frame
+    of reference? Or would the law consider her to be of legal age based on the time
+    zone of her birth, and the exact time of day she drew her first breath when compared
+    to local time?
   sentences:
-  - '
-
-    Article 177
-
-    Acquisitions of, losses of and changes in real rights on immovables may not be
-    duly asserted against any third parties, unless the same are registered pursuant
-    to the applicable provisions of the Real Property Registration Act (Act No. 123
-    of 2004) and other laws regarding registration..
-
-    '
-  - '
-
-    Article 445
-
-    Even if one of the joint and several obligors is released from the obligation
-    or the prescription period expires for one of the joint and several obligors,
-    other joint and several obligors may exercise the right to reimbursement referred
-    to in Article 442, paragraph (1) against that one joint and several obligor..
-
-    '
-  - '
-
-    Article 329
-
-    (1) If there are competing general statutory liens, the order of priority follows
-    the order set forth in each item of Article 306.
-
-    (2) Ife there are competing a general statutory lien and a special statutory lien,
-    the special statutory lien has priority over the general statutory lien;provided,
-    however, that statutory liens on expenses for the common benefit have priority
-    being effective against all obligees who benefit from the same.
-
-    Article 306
-
-    A person that has a claim arising from the causes set forth below has a statutory
-    lien over the entire assets of the obligor:
-
-    (i) expenses for the common benefit;
-
-    (ii) an employer-employee relationship;
-
-    (iii) funeral expenses; or
-
-    (iv) the supply of daily necessaries.
-
-    Article 330
-
-    (1) If there are competing special statutory liens against the same movables,
-    the order of priority follows the order set forth below.In this case, if there
-    are two or more preservers with respect to the statutory liens for preservation
-    of movables set forth in item (ii), a new preserver has priority over previous
-    preservers:
-
-    (i) statutory liens for leases of immovables, lodging at hotels and transportation;
-
-    (ii) statutory liens for the preservation of movables; and
-
-    (iii) statutory liens for the sale of movables, the supply of seeds and seedlings
-    or fertilizer, agricultural labor and industrial labor.
-
-    (2) In the cases referred to in the preceding paragraph, if a holder of a statutory
-    lien ranked first knew at the time of acquiring the relevant claim of the existence
-    of a holder of a statutory lien of the second or third rank, that holder may not
-    exercise the relevant rights of priority against those persons. The same applies
-    to the exercise against persons that have preserved things on behalf of the holder
-    of a statutory lien of the first rank.
-
-    (3) Regarding fruits, the first rank belongs to persons who engage in agricultural
-    labor, the second rank belongs to persons that supply seeds and seedlings or fertilizer,
-    and the third rank belongs to lessors of land..
-
-    '
+  - 'canada In Canada, there are the separate offences of: sexual assault (premised
+    on lack of consent, no matter by what means consent is lacking; R. v. G.F., 2021
+    SCC 20) and administering a stupefying substance. If someone were to use a "substance
+    such as everyday alcohol" (I would reject the premise that this is "benign")
+    for the purpose of facilitating sexual assault, this would be an offence under
+    s. 246 of the Criminal Code. Section 246 makes it an offence for a person, "with
+    intent to enable or assist himself or another person to commit an indictable offence"
+    to administer or cause any person to take a "stupefying or overpowering drug,
+    matter, or thing." The Court of Appeal for Ontario has accepted that the
+    element of administering a stupefying thing could be established by oversupply
+    of alcohol. They have said that alcohol is a "stupefying substance"
+    (R. v. Vant, 2015 ONCA 481) and can support a conviction under s. 246. "Date
+    rape" has no legal significance and even criminologically, misframes the
+    circumstances in which people experience sexual assualt. Further, your premise
+    that intimate partner sexual assault "usually happens when someone uses narcotics
+    to drug another into an unconscious state" is not supported by the evidence.
+    While this is a criminological point, rather than a legal point, it is important
+    context for understanding such crimes. This 2005 study estimated that 4.6% of
+    intimate partner sexual assaults were facilitated by surreptitious drug use. These
+    two fact sheets describe the variety of circumstances, completely unrelated to
+    incapacitation by drugs, in which people experience intimate partner sexual assault/violence:
+    Fredericton Sexual Assault Crisis Centre Info Sheet; Centre for Research &
+    Education on Violence Against Women & Children Backgrounder on Intimate Partner
+    Sexual Violence.'
+  - 'Can the Secretary of State exempt people over 75 requiring a TV licence? Yes.
+    s.363(6) introduces the power to exempt those listed at (a) to (d) by way of Regulations.
+    s.6, paragraph 1 of the Communications (Television Licensing) Regulations 2004
+    states: No fee shall be payable for a TV licence of a type referred to in the
+    first or second entry in column 1 of the table in Schedule 1 where— (a) the licence
+    is issued to a person aged 75 years or more or to a person who will attain that
+    age in the calendar month in which the licence is issued; and (b) the single place,
+    vehicle, vessel or caravan specified in the licence is the sole or main residence
+    of that person. https://www.legislation.gov.uk/uksi/2004/692/regulation/6?timeline=false
+    The first and second entries in column 1 at Schedule 1 refer to black and white
+    or colour TVs in a domestic setting or business purposes. https://www.legislation.gov.uk/uksi/2004/692/schedule/1?timeline=false'
+  - 'british-columbia I am not aware of any judicial consideration of this issue.
+    The Liquor Control and Licensing Act, s. 78(1) says: A minor must not, except
+    as provided under this Act or unless the minor does so with other lawful excuse,
+    ... consume liquor. (One of those exceptions are when the alcohol is supplied
+    by the minor''s parents, spouse or guardian in a residence for consumption in
+    the residence. There are other exceptions, too. But I''ll assume you''re asking
+    about a circumstance where no exception applies.) The Liquor Control and Licensing
+    Act defines a "minor" to be a person under the age of majority established
+    by the Age of Majority Act, which is age 19 today. The Liquor Control and Licensing
+    Act, s. 57 makes it an offence to contravene s. 78(1). The Interpretation Act,
+    s. 25.1 states that "A person reaches a particular age expressed in years
+    at the beginning of the relevant anniversary of the person''s birth date."
+    The Interpretation Act also clarifies that the reference to time "is a reference
+    to Pacific Standard Time" (or Pacific Daylight Saving Time, when it is in
+    effect). Thus, a person is a minor until "the beginning [in Pacific time]
+    of the relevant anniversary of the person''s birth date." It is most clear
+    in relation to the identification requirements when selling to a minor, but the
+    Regulations (s. 158) refer to the date of birth as displayed on the person''s
+    identification card. This all suggests that when consuming alcohol in the greater
+    Vancouver area, a person just about to reach the age of majority must wait until
+    the date in the Pacific time zone is that which is displayed on their identification.
+    Or barring any identification, until the date in the Pacific time zone is the
+    date that is the person''s birth date.'
+  - This is known as a retroactive or ex post facto law. Such laws are explicitly
+    forbidden by the US Constitution (Wikipedia reference), and are generally frowned
+    on in jurisdictions where the rule of law applies, partly because it is difficult
+    to prove criminal intent when your action was not at the time criminal.
+  - 'The place of birth on the birth certificate is where the child was actually born.
+    Indeed, usually it will be more specific than city and state or province and will
+    also identify a hospital or residence or other place where the birth happened.
+    So, for example, if a child is born to U.S. diplomats in Paris, France (in or
+    out of the embassy grounds), the birth certificate will say that the child was
+    born in Paris, France at Charles de Gaulle Hospital. But, that child will still
+    be a U.S. citizen in all likelihood, because that child''s mother, and/or married
+    father or unmarried father who acknowledges paternity, is a U.S. citizen (in all
+    likelihood) pursuant to 8 U.S.C. §§ 1401 and 1409. The child may or may not be
+    a French dual citizen depending upon the citizenship law of France. In the case
+    of a French diplomat who has a child born physically in Washington D.C. (inside
+    or outside the French embassy) the birth certificate will likewise state that
+    the child was born in Washington D.C. The French diplomat''s child, however, will
+    not be a U.S. citizen since Section 1 of the 14th Amendment to the U.S. Constitution''s
+    first sentence (which is also found in 8 U.S.C. § 1401(a)) states: All persons
+    born or naturalized in the United States, and subject to the jurisdiction thereof,
+    are citizens of the United States and of the State wherein they reside. But a
+    French diplomat''s child is not "subject to the jurisdiction" of the
+    United States, so the French diplomat''s child does not gain U.S. citizenship
+    at birth (assuming for simplicity''s sake that both of the child''s parents are
+    French citizens and are not U.S. citizens) despite the fact that the child was
+    born in the United States.'
+  - Bob has no defense Speeding in western-australia, as it is throughout australia,
+    is a strict liability offense. That means that intention to or knowledge that
+    you are breaking the law is not required. Don’t know the limit? Doesn’t matter,
+    you are still legally obliged to comply. However, all the way up the chain, from
+    the police officer, through the administrative arm to the judge, each person has
+    discretion to waive the infringement notice. Basically, they can do that if they
+    don’t think it’s “fair” on Bob in the circumstances. Given that Bob managed to
+    reach 40+km/h within 20m of a more than 90 degree corner I think the infringement
+    notice is very fair. Negligent Driving is possibly the more appropriate offense.
+    However, it’s possible to imagine circumstances where waiving the infringement
+    notice is fair. For example, if a speed limit sign has been removed or completely
+    obscured by foliage or a parked vehicle and Bob could show he was not familiar
+    with the area. The question on Alice is, from above, moot.
+  - 'canada It depends on what the mens rea requirement is. Mens rea if not specified
+    in a criminal offence In Canada, if this is a criminal offence, and a mens rea
+    is not specified in the Criminal Code, the presumption is that the mens rea would
+    be satisfied by recklessness, knowledge, willful blindness, or intention (Pappajohn
+    v. The Queen, [1980] 2 SCR 120; R. v. Briscoe, 2010 SCC 13). The prosecution would
+    have to show that Alice was at least subjectively aware of the risk that she was
+    doing XYZ during the prohibited hours and proceeded nonetheless (this is recklessness;
+    Sansregret v. The Queen, [1985] 1 SCR 570 ). Based on the facts as you''ve presented
+    in the hypothetical, you may have ruled out the possibility that Alice was reckless.
+    Although, depending on the time of year, it may be that the sun sets around 9pm,
+    which may present some awareness of the risk that you have not accounted for in
+    your hypothetical. Mens rea if specified If the text of the statute does specify
+    a mens rea then that is what the prosecution needs to show. For example, if one
+    is prohibited from doing XYZ while "knowing" that it is after 9pm, then
+    the prosecution will have to demonstrate actual subjective knowledge of the time,
+    or wilful blindness (which Canadian law takes to impute knowledge: Briscoe). Additional
+    burdens to make use of some mistakes of fact Some offences put an even higher
+    burden on the accused in order to rely on a mistake of fact. In sexual offences
+    where the age of the complainant is relevant (e.g. that they 14 or younger, or
+    16 or younger, or 18 or younger), the accused cannot make out a mistake-of-age
+    defence without showing they took reasonable steps to ascertain the age (see Criminal
+    Code, s. 150.1).1 Presumptive mens rea for regulatory offences is much lower:
+    strict liability, subject to a due-diligence defence However, if this were a public-welfare/regulatory
+    offence, like a provincial traffic law, or a licensing restriction on an aviation
+    licence, or municipal by-law, there is no mens rea presumption. Rather, public-welfare/regulatory
+    offences prima facie fall into the category of strict liability offences, subject
+    only to a due-diligence defence (R. v. Sault Ste. Marie, [1978] 2 SCR 1299). Alice
+    would have to show that she had a "reasonable belief in facts which, if true,
+    would have rendered the act innocent". What it means to have a "reasonable
+    belief in facts" is very fact-specific.2 Alice has to hold the belief herself,
+    and the trier of fact must accept that a reasonable person would also have held
+    that belief. Just as in the case for recklessness, I can imagine that the timing
+    of sunset might pose a problem for a due-diligence defence in your particular
+    example. Absolute liability If the penalties for the offence do not include the
+    risk of imprisonment, the offence can even be declared to be an absolute liability
+    offence, in which due diligence is not even a defence (Re B.C. Motor Vehicle Act,
+    [1985] 2 SCR 486). 1. For example, simply relying on a complainant''s "language
+    and statements indicating that she could be 14 years of age or older did not constitute
+    taking reasonable steps or all reasonable steps to ascertain her true age in all
+    the circumstances, especially after being warned by her mother to stop all contact
+    or she would call the police and stating that the complainant was way too young
+    for him" (R. v. Dragos, 2012 ONCA 538). 2. For example, for the sale of alcohol,
+    "when the individual clearly appears to be underage, ... a duly diligent
+    permittee would require at least two more pieces of ID confirming that the person
+    was not a minor, question the individual about the ID, then decide if it is reasonable
+    to serve the individual alcohol versus the youthful appearance of the individual"
+    (Citynski Hotels Ltd. v. Saskatchewan, 2003 SKQB 314).'
+  - 'In principle, the data subject''s right to access involves a copy of all personal
+    data the controller holds on them. There are no time limits by default. Of course,
+    the controller can ask a data subject to clarify their request, e.g. to focus
+    on a particular time frame. There is an implied time limit though: personal data
+    may only be processed/stored for as long as the data is necessary to achieve the
+    purposes for which it was collected. Afterwards, it must be deleted. A controller
+    with good data management will be able to limit their effort by having as short
+    retention periods as possible for their different records. Furthermore, a lot
+    of data is not personal data, or falls out of scope of the GDPR because it is
+    not processed with automated means or forms part of a filing system. For example,
+    if thousands of old invoices were archived in paper form in boxes that are only
+    sorted by year, there might be an argument that this isn''t a filing system in
+    the sense of the GDPR and that a DSAR would not have to involve looking through
+    all the archived invoices (compare also Art 11). In your scenario, there is a
+    clear retention period of six years. You are asking for records about how that
+    data might have been used further in the past. To the degree that such data is
+    actually available, that could reasonably be personal data and should be included
+    in a response to a DSAR. E.g. they might have information like this: “File #1234
+    was included in a data set that was sold to EvilCorp in 2007. The entries in File
+    #1234 that are older than 2014 have been purged, so we do not know which entries
+    were included in the data set. The current name on File #1234 is Dave.” This information
+    about the sale would be personal data because it relates to you, and you are identifiable.
+    Of course, the controller might not be set up to perform this search unless specifically
+    asked. However, more unspecific information might not be personal data. For example:
+    “About 70% of our files were included in a data set that was sold to EvilCorp
+    in 2007. We no longer have records indicating whether your file was included.”
+    Since there is no link between the sale and your personal data, I don''t think
+    it would have to be included in a DSAR response. The primary reason why you should
+    be told about sales of personal data is that per Art 15(1)(c), you should be informed
+    about “the recipients or categories of recipient to whom the personal data have
+    been or will be disclosed” in a DSAR response. So when making a data subject access
+    request, it could make sense to explicitly referencing this paragraph. So you
+    would be interested in receiving a copy of your personal data as per Art 15 GDPR,
+    and in particular any available information per Art 15(1)(c) GDPR about the recipients
+    or categories of recipients to whom your personal data has been or may have been
+    disclosed in the past. Quite likely the response will be underwhelming, e.g. by
+    just giving a broad category such as “potential creditors who are contractually
+    obligated to use the data only in accordance with our policies”. Whether such
+    responses are compliant (I don''t necessarily think so) will not be clear until
+    there''s a good precedent, and that would require that someone sorts this out
+    in court.'
+- source_sentence: 'Q: Can a car insurance company cancel my policy if payments where
+    made every month , claiming it was for non paymemt?. I was insured by Infinity
+    and was making installment. Payments on my policy , there was no changes on my
+    policy… on the 6 month of my policy they billed me for an amount deferent then
+    my schedule payments , increasing from 340 to 800 and the remaing months lowering
+    to 240 causing my payment to be declined '
+  sentences:
+  - 'A:So, who knows what they are thinking other than them? It is not clear to me
+    that THEY contact FCA for you or if you contacted FCA on your own first and then
+    FCA is responding to your contact or to their''s? That could make a difference.
+    As a lemon law attorney myself I can tell you a few things: a- It''s rare that
+    FCA offers a buy back without counsel involved; b- It''s more rare that they would
+    offer all the law allows; c- one usually gets a better result if one has counsel
+    involved; d- FCA will often not pay counsel or not pay much, pre-suit and will
+    be forced by a bad twist in the law, ironically sought out by folks like FCA,
+    to pay more once a case is filed in court. Your law firm has 23 people on their
+    website! That''s a huge number of mouths to feed. I hope they give you great service.
+    In closing, You should ask THEM these same questions! They are you lawyers and
+    they must answer you honestly.'
+  - A:Sorry to hear about your accident. The car that started the chain reaction accident
+    is at fault for all cars damaged including your property damage and personal injuries.
+    However, if your car is declared a total loss and your remaining car loan is greater
+    than the present market value of your car, you will be responsible for the (excess
+    loan over your car's value) unless you have gap insurance for your car. For further
+    information, contact my office at (240)676-4827. Thank you.
+  - A:Under California law, an insurance company typically cannot cancel a policy
+    for non-payment if payments were made consistently and in accordance with the
+    agreed-upon payment schedule. If you have evidence of regular payments and your
+    policy was canceled erroneously, you may have grounds to challenge the cancellation
+    and seek reinstatement of your policy. It's advisable to contact the insurance
+    company and, if necessary, consult with an attorney who can help you address the
+    situation.
+  - 'Whether you''re taking a vacation or using a loaner vehicle from your regular
+    car''s repair shop, you''ll need to procure some form of car insurance for your
+    rental car. Unfortunately, your auto insurance provider may not provide much direction
+    on this matter. In general, American auto insurers provide surprisingly little
+    rental-related guidance to their policyholders. For folks who regularly use rental
+    cars, this can be downright frustrating. Before you go on a trip or agree to accept
+    a rental car from an auto-repair shop, be sure to talk to your insurance company
+    about your coverage options. If you regularly travel on business, it''s likely
+    that your employer will pick up the tab for your rental car. If this is the case,
+    you''ll need to procure vehicle insurance through your rental car company. Unless
+    the company for which you work is particularly generous with its business travelers,
+    it probably won''t pay to insure your rental vehicle. Unfortunately, few personal
+    auto insurance policies provide coverage for vehicles that their policyholders
+    don''t rent on their own. As such, the fact that your employer is paying for your
+    rental car may make it difficult for you to obtain full coverage on it. While
+    you''ll still be protected against injury-related lawsuits and property damage
+    claims through your rental car company''s own insurer, you''ll be held personally
+    liable for any damage that you cause to the vehicle. This loophole has caught
+    many business travelers by surprise. In order to circumvent it, you''ll need to
+    purchase supplemental vehicle insurance from your rental car company. This could
+    add a significant premium to the total cost of your rental. If you''re traveling
+    for pleasure or renting a car in another capacity, this consideration will be
+    irrelevant. However, you may still need to purchase supplemental insurance from
+    your rental car company. Although there''s no hard-and-fast way to determine whether
+    your auto insurance policy covers you in the event of a rental-car accident, you
+    should still read your policy closely. It may explicitly state that it covers
+    rented or "non-owned" cars. If this is the case, you should feel free to file
+    an insurance claim for your rental car. On the other hand, your policy might not
+    say anything about "non-owned" vehicles. If this is the case, you should assume
+    that your rented vehicles aren''t covered by your policy. If you get into an accident
+    while driving a rental car, you may need to pay for its repair costs out of your
+    own pocket. '
+  - A:What does your mortgage say? IF it says they can randomly require you pay for
+    inspections, then yes, they can do what you describe. If it says they can force
+    you to pay for inspections whenever work is done on the property that too is something
+    they can do. If it doesn't say that, it's open to interpretation. Is $60 worth
+    suing them and paying thousands of dollars in attorney's fees over? Maybe the
+    BEST course of action is to pay off the loan and stop giving them any income.
+    It seems like you should be able to get a personal loan or use your savings to
+    pay off the final 2 years of principal balance and not dealing with companies
+    that want to make your life difficult is probably a good thing for other reasons
+    too! Remember, you're complaining about $60. How much effort do you want to put
+    into this? Just pay off the loan and TELL THEM WHY you're no longer doing business
+    with them.
+  - A:A North Carolina attorney could advise best, but your question remains open
+    for a week. The insurance company has a reasonable argument they provided a rental
+    and that that rental companies do charge deposits - the amount can vary by company.
+    The court may see them favorably in light of this - but other attorneys could
+    see it differently. You could consult with an attorney if it is worth pursuing,
+    either through a law firm or on your own. Good luck
+  - A:A Texas attorney could advise best, but your question remains open for a week.
+    That sounds like fraud. You could consult with local attorneys to ask how it is
+    treated under state-specific laws. Good luck
+  - 'If you''re going through a messy divorce in California, you''re probably wondering
+    whether you''ll be able to keep your health insurance coverage after its finalization.
+    After all, health insurance is tremendously expensive. If you''re unable to remain
+    covered under your ex-spouse''s employer-sponsored health insurance plan, you
+    might need to source health insurance coverage on the open market. Depending upon
+    your health profile and the needs of your children, this may cost a substantial
+    amount of money. Before you search for a new health insurance plan, you''ll want
+    to check with a seasoned divorce lawyer or health insurance expert to make sure
+    that you''re not eligible to remain covered. In fact, there are certain circumstances
+    under which you might be able to retain your ex-spouse''s health insurance coverage.
+    Under the applicable state and federal statutes, this "continuation of coverage"
+    is liable to be temporary. However, many divorces result in an arrangement that
+    requires the insured ex-spouse to issue regular cash payments to the uninsured
+    ex-spouse in lieu of providing health insurance coverage indefinitely. Alternatively,
+    the insured spouse may be compelled to set up and pay for a health insurance plan
+    that covers the uninsured ex-spouse in perpetuity. If the uninsured ex-spouse
+    remains the custodial parent after the divorce''s finalization, this plan will
+    almost certainly cover his or her children as well. In other words, California
+    law makes it likely that you''ll be able to retain health insurance coverage after
+    your divorce. However, the process of establishing and paying for such coverage
+    can be extremely tricky. For this reason, many Californian divorce lawyers advise
+    their clients to initiate legal separation proceedings at least one year before
+    beginning divorce proceedings. Once a legal separation order has been handed down,
+    it''s far easier for two partners to work out the continuation of health insurance
+    benefits on equal footing. Once the separation is official, you''ll need to determine
+    whether you''ll be eligible for federal COBRA coverage. COBRA permits certain
+    qualifying ex-spouses to remain covered by their former partners'' health insurance
+    plans for up to 18 months from the date of their divorce. However, COBRA benefits
+    are subject to numerous limitations. They may also be far more expensive than
+    the benefits that they replace. If you''re not sure whether opting for COBRA coverage
+    is a good idea, you should talk to your divorce lawyer. It''s possible that he
+    or she may be able to work out a deal that requires your ex-spouse to pay for
+    a portion of your COBRA benefits. '
 datasets:
 - sentence-transformers/coliee
 pipeline_tag: sentence-similarity
 library_name: sentence-transformers
 ---
 
-# SentenceTransformer based on jinaai/jina-embeddings-v2-small-en
+# SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
 
-This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [jinaai/jina-embeddings-v2-small-en](https://huggingface.co/jinaai/jina-embeddings-v2-small-en) on the [coliee](https://huggingface.co/datasets/sentence-transformers/coliee) dataset. It maps sentences & paragraphs to a 512-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
+This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) on the [coliee](https://huggingface.co/datasets/sentence-transformers/coliee) dataset. It maps sentences & paragraphs to a 384-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
 
 ## Model Details
 
 ### Model Description
 - **Model Type:** Sentence Transformer
-- **Base model:** [jinaai/jina-embeddings-v2-small-en](https://huggingface.co/jinaai/jina-embeddings-v2-small-en) <!-- at revision 796cff318cdd4e5fbe8b7303a1ef8cbec36996ef -->
-- **Maximum Sequence Length:** 512 tokens
-- **Output Dimensionality:** 512 tokens
+- **Base model:** [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) <!-- at revision fa97f6e7cb1a59073dff9e6b13e2715cf7475ac9 -->
+- **Maximum Sequence Length:** 256 tokens
+- **Output Dimensionality:** 384 tokens
 - **Similarity Function:** Cosine Similarity
 - **Training Dataset:**
     - [coliee](https://huggingface.co/datasets/sentence-transformers/coliee)
@@ -355,8 +472,9 @@ This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [j
 
 ```
 SentenceTransformer(
-  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: JinaBertModel 
-  (1): Pooling({'word_embedding_dimension': 512, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
+  (0): Transformer({'max_seq_length': 256, 'do_lower_case': False}) with Transformer model: BertModel 
+  (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
+  (2): Normalize()
 )
 ```
 
@@ -378,13 +496,13 @@ from sentence_transformers import SentenceTransformer
 model = SentenceTransformer("bwang0911/jev2-legal")
 # Run inference
 sentences = [
-    '\nIn cases where real rights do not require requirements of perfection, the real rights that formed earlier in time take priority.\n',
-    '\nArticle 329\n(1) If there are competing general statutory liens, the order of priority follows the order set forth in each item of Article 306.\n(2) Ife there are competing a general statutory lien and a special statutory lien, the special statutory lien has priority over the general statutory lien;provided, however, that statutory liens on expenses for the common benefit have priority being effective against all obligees who benefit from the same.\nArticle 306\nA person that has a claim arising from the causes set forth below has a statutory lien over the entire assets of the obligor:\n(i) expenses for the common benefit;\n(ii) an employer-employee relationship;\n(iii) funeral expenses; or\n(iv) the supply of daily necessaries.\nArticle 330\n(1) If there are competing special statutory liens against the same movables, the order of priority follows the order set forth below.In this case, if there are two or more preservers with respect to the statutory liens for preservation of movables set forth in item (ii), a new preserver has priority over previous preservers:\n(i) statutory liens for leases of immovables, lodging at hotels and transportation;\n(ii) statutory liens for the preservation of movables; and\n(iii) statutory liens for the sale of movables, the supply of seeds and seedlings or fertilizer, agricultural labor and industrial labor.\n(2) In the cases referred to in the preceding paragraph, if a holder of a statutory lien ranked first knew at the time of acquiring the relevant claim of the existence of a holder of a statutory lien of the second or third rank, that holder may not exercise the relevant rights of priority against those persons. The same applies to the exercise against persons that have preserved things on behalf of the holder of a statutory lien of the first rank.\n(3) Regarding fruits, the first rank belongs to persons who engage in agricultural labor, the second rank belongs to persons that supply seeds and seedlings or fertilizer, and the third rank belongs to lessors of land..\n',
-    '\nArticle 177\nAcquisitions of, losses of and changes in real rights on immovables may not be duly asserted against any third parties, unless the same are registered pursuant to the applicable provisions of the Real Property Registration Act (Act No. 123 of 2004) and other laws regarding registration..\n',
+    'Q: Can a car insurance company cancel my policy if payments where made every month , claiming it was for non paymemt?. I was insured by Infinity and was making installment. Payments on my policy , there was no changes on my policy… on the 6 month of my policy they billed me for an amount deferent then my schedule payments , increasing from 340 to 800 and the remaing months lowering to 240 causing my payment to be declined ',
+    "A:Under California law, an insurance company typically cannot cancel a policy for non-payment if payments were made consistently and in accordance with the agreed-upon payment schedule. If you have evidence of regular payments and your policy was canceled erroneously, you may have grounds to challenge the cancellation and seek reinstatement of your policy. It's advisable to contact the insurance company and, if necessary, consult with an attorney who can help you address the situation.",
+    'A:A North Carolina attorney could advise best, but your question remains open for a week. The insurance company has a reasonable argument they provided a rental and that that rental companies do charge deposits - the amount can vary by company. The court may see them favorably in light of this - but other attorneys could see it differently. You could consult with an attorney if it is worth pursuing, either through a law firm or on your own. Good luck',
 ]
 embeddings = model.encode(sentences)
 print(embeddings.shape)
-# [3, 512]
+# [3, 384]
 
 # Get the similarity scores for the embeddings
 similarities = model.similarity(embeddings, embeddings)
@@ -438,16 +556,16 @@ You can finetune this model on your own dataset.
 * Size: 9,260 training samples
 * Columns: <code>anchor</code>, <code>positive</code>, and <code>negative</code>
 * Approximate statistics based on the first 1000 samples:
-  |         | anchor                                                                              | positive                                                                             | negative                                                                             |
-  |:--------|:------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
-  | type    | string                                                                              | string                                                                               | string                                                                               |
-  | details | <ul><li>min: 10 tokens</li><li>mean: 46.44 tokens</li><li>max: 137 tokens</li></ul> | <ul><li>min: 22 tokens</li><li>mean: 117.11 tokens</li><li>max: 441 tokens</li></ul> | <ul><li>min: 14 tokens</li><li>mean: 123.64 tokens</li><li>max: 405 tokens</li></ul> |
+  |         | anchor                                                                             | positive                                                                            | negative                                                                             |
+  |:--------|:-----------------------------------------------------------------------------------|:------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
+  | type    | string                                                                             | string                                                                              | string                                                                               |
+  | details | <ul><li>min: 11 tokens</li><li>mean: 41.76 tokens</li><li>max: 99 tokens</li></ul> | <ul><li>min: 25 tokens</li><li>mean: 131.1 tokens</li><li>max: 256 tokens</li></ul> | <ul><li>min: 14 tokens</li><li>mean: 121.07 tokens</li><li>max: 256 tokens</li></ul> |
 * Samples:
-  | anchor                                                                                                                                                                                                                                                    | positive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | negative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |
-  |:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-  | <code><br>Actions for maintenance of possession must be brought during the disturbance.<br></code>                                                                                                                                                        | <code><br>Article 201<br>(1) An action for maintenance of possession must be filed during the obstruction or within one year after the obstruction stops;provided, however, that if the possessed thing has been damaged due to construction work and either one year has passed from the time when the construction was started or the construction has been completed, the action may not be filed.<br>(2) An action for preservation of possession may be filed so long as the danger of obstruction exists.In this case, the provisions of the proviso to the preceding paragraph apply mutatis mutandis if the possessed thing is likely to be damaged by the construction work.<br>(3) An action for recovery of possession must be filed within one year from the time when a possessor was forcibly dispossessed..<br></code> | <code><br>Article 246<br>(1) If a person (hereinafter in this Article referred to as "processor") adds labor to another person's movables, the ownership of the processed thing belongs to the owner of the material; provided, however, that if the value derived from the work significantly exceeds the value of the material, the processor acquires ownership of the processed thing.<br>(2) In the cases prescribed in the preceding paragraph, if the processor provides a portion of the materials, the processor acquires ownership of the processed thing only if the value of provided materials added to the value derived from the labor exceeds the value of the other person's materials.<br>Article 91<br>If a party to a juridical act manifests an intention that is inconsistent with the provisions of laws and regulations that are not related to public policy, that intention prevails..<br></code> |
-  | <code><br>In the case where (A) loses his/her capacity to act after the dispatch of the notice of an offer of a contract to (B), who is a person at a distance, even if (B) knows such fact, the offer of the contract shall become effective.<br></code> | <code><br>Article 526<br>If an offeror dies, comes to be in a constant state wherein the offeror lacks mental capacity, or becomes subject to restrictions on legal capacity to act after issuing notice of the offer, and the offeror has manifested the intention not to make the offer effective should any of these facts occur, or the other party comes to know that any of these facts has occurred before issuing a notice of acceptance, that offer is not effective..<br></code>                                                                                                                                                                                                                                                                                                                                            | <code><br>Article 301<br>An obligor may demand that a right of retention be terminated by providing a reasonable security.<br>Article 533<br>A party to a bilateral contract may refuse to perform that party's own obligation until the other party tenders the performance of that other party's obligation (including the performance of an obligation to compensate for loss or damage in lieu of the performance of an obligation);provided, however, that this does not apply if the obligation of the other party is not yet due..<br></code>                                                                                                                                                                                                                                                                                                                                                                        |
-  | <code><br>Statutory liens for employer-employee relationships secure salaries paid regularly, but do not secure retirement payments that should be paid when the employee retires.<br></code>                                                             | <code><br>Article 308<br>Statutory liens for employer-employee relationships exist with respect to salaries and other claims that arise from the employer-employee relationship between the obligor and the employee..<br></code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | <code><br>Article 632<br>A contract for work become effective when one of the parties promises to complete work and the other party promises to pay remuneration for the outcome of the work..<br></code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |
+  | anchor                                                                                                             | positive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | negative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |
+  |:-------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+  | <code><br>A compulsory auction is also a sale, so warranty is imposed the same as for an ordinary sale.<br></code> | <code><br>Article 568<br>(1) The successful bidder at an auction based on the provisions of the Civil Execution Act and other laws (hereinafter referred to as an "auction" in this Article) may cancel the contract or demand a reduction of the price against the obligor pursuant to the provisions of Articles 541 and 542 and the provisions of Article 563<br>(including as applied mutatis mutandis pursuant to Article 565).<br>(2) In the cases referred to in the preceding paragraph, if the obligor is insolvent, the successful bidder may demand total or partial reimbursement of the proceeds against the obligees that received the distribution of the proceeds.<br>(3) In the cases set forth in the preceding two paragraphs, if obligors knew of the absence of the object or right and did not disclose the same, or if obligees knew of the absence but demanded an auction, the successful bidder may claim compensation for loss or damage against those persons.<br>(4) The provisions of the preceding three paragraphs do not apply to the non-conformity with respect to the kind or quality of the subject matter of an auction..<br></code> | <code><br>Article 575<br>(1) If the subject matter of a sale which has not yet been delivered bears fruits, the fruits vest in the seller.<br>(2) The buyer bears the obligation to pay interest on the price beginning from the day of delivery;provided, however, that if a due date is provided for the payment of the price, it is not necessary to pay the interest until that due date arrives..<br></code>                                                                                      |
+  | <code><br>A compulsory auction is also a sale, so warranty is imposed the same as for an ordinary sale.<br></code> | <code><br>Article 568<br>(1) The successful bidder at an auction based on the provisions of the Civil Execution Act and other laws (hereinafter referred to as an "auction" in this Article) may cancel the contract or demand a reduction of the price against the obligor pursuant to the provisions of Articles 541 and 542 and the provisions of Article 563<br>(including as applied mutatis mutandis pursuant to Article 565).<br>(2) In the cases referred to in the preceding paragraph, if the obligor is insolvent, the successful bidder may demand total or partial reimbursement of the proceeds against the obligees that received the distribution of the proceeds.<br>(3) In the cases set forth in the preceding two paragraphs, if obligors knew of the absence of the object or right and did not disclose the same, or if obligees knew of the absence but demanded an auction, the successful bidder may claim compensation for loss or damage against those persons.<br>(4) The provisions of the preceding three paragraphs do not apply to the non-conformity with respect to the kind or quality of the subject matter of an auction..<br></code> | <code><br>Article 596<br>The provisions of Article 551<br>apply mutatis mutandis to loans for use.<br>Article 551<br>(1) The donor is presumed to have promised to deliver or transfer the thing or right that is the subject matter of the gift, while maintaining its condition as of the time when it is specified as the subject matter of the gift.<br>(2) With respect to gifts with burden, the donor provides the same warranty as that of a seller, to the extent of that burden..<br></code> |
+  | <code><br>A compulsory auction is also a sale, so warranty is imposed the same as for an ordinary sale.<br></code> | <code><br>Article 568<br>(1) The successful bidder at an auction based on the provisions of the Civil Execution Act and other laws (hereinafter referred to as an "auction" in this Article) may cancel the contract or demand a reduction of the price against the obligor pursuant to the provisions of Articles 541 and 542 and the provisions of Article 563<br>(including as applied mutatis mutandis pursuant to Article 565).<br>(2) In the cases referred to in the preceding paragraph, if the obligor is insolvent, the successful bidder may demand total or partial reimbursement of the proceeds against the obligees that received the distribution of the proceeds.<br>(3) In the cases set forth in the preceding two paragraphs, if obligors knew of the absence of the object or right and did not disclose the same, or if obligees knew of the absence but demanded an auction, the successful bidder may claim compensation for loss or damage against those persons.<br>(4) The provisions of the preceding three paragraphs do not apply to the non-conformity with respect to the kind or quality of the subject matter of an auction..<br></code> | <code><br>Article 520<br>If a claim and obligation becomes vested in the same person, such claim is extinguished;provided, however, that this does not apply if such a claim is the subject matter of the right of a third party..<br></code>                                                                                                                                                                                                                                                          |
 * Loss: [<code>MultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
   ```json
   {
@@ -460,7 +578,7 @@ You can finetune this model on your own dataset.
 #### Non-Default Hyperparameters
 
 - `per_device_train_batch_size`: 64
-- `learning_rate`: 2e-05
+- `learning_rate`: 1e-05
 - `warmup_ratio`: 0.1
 - `fp16`: True
 - `batch_sampler`: no_duplicates
@@ -479,7 +597,7 @@ You can finetune this model on your own dataset.
 - `gradient_accumulation_steps`: 1
 - `eval_accumulation_steps`: None
 - `torch_empty_cache_steps`: None
-- `learning_rate`: 2e-05
+- `learning_rate`: 1e-05
 - `weight_decay`: 0.0
 - `adam_beta1`: 0.9
 - `adam_beta2`: 0.999
@@ -583,6 +701,16 @@ You can finetune this model on your own dataset.
 
 </details>
 
+### Training Logs
+| Epoch  | Step | Training Loss |
+|:------:|:----:|:-------------:|
+| 0.5981 | 500  | 2.5385        |
+| 1.1962 | 1000 | 1.7177        |
+| 1.7943 | 1500 | 1.673         |
+| 2.3923 | 2000 | 1.536         |
+| 2.9904 | 2500 | 1.4277        |
+
+
 ### Framework Versions
 - Python: 3.10.12
 - Sentence Transformers: 3.1.1

config.json

@@ -1,36 +1,26 @@
 {
-  "_name_or_path": "jinaai/jina-embeddings-v2-small-en",
+  "_name_or_path": "sentence-transformers/all-MiniLM-L6-v2",
   "architectures": [
-    "JinaBertModel"
+    "BertModel"
   ],
-  "attention_probs_dropout_prob": 0.0,
-  "attn_implementation": null,
-  "auto_map": {
-    "AutoConfig": "jinaai/jina-bert-implementation--configuration_bert.JinaBertConfig",
-    "AutoModel": "jinaai/jina-bert-implementation--modeling_bert.JinaBertModel",
-    "AutoModelForMaskedLM": "jinaai/jina-bert-implementation--modeling_bert.JinaBertForMaskedLM",
-    "AutoModelForSequenceClassification": "jinaai/jina-bert-implementation--modeling_bert.JinaBertForSequenceClassification"
-  },
+  "attention_probs_dropout_prob": 0.1,
   "classifier_dropout": null,
-  "emb_pooler": "mean",
-  "feed_forward_type": "geglu",
   "gradient_checkpointing": false,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.1,
-  "hidden_size": 512,
+  "hidden_size": 384,
   "initializer_range": 0.02,
-  "intermediate_size": 2048,
+  "intermediate_size": 1536,
   "layer_norm_eps": 1e-12,
-  "max_position_embeddings": 8192,
-  "model_max_length": 8192,
+  "max_position_embeddings": 512,
   "model_type": "bert",
-  "num_attention_heads": 8,
-  "num_hidden_layers": 4,
+  "num_attention_heads": 12,
+  "num_hidden_layers": 6,
   "pad_token_id": 0,
-  "position_embedding_type": "alibi",
+  "position_embedding_type": "absolute",
   "torch_dtype": "float32",
   "transformers_version": "4.45.2",
   "type_vocab_size": 2,
   "use_cache": true,
-  "vocab_size": 30528
+  "vocab_size": 30522
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4c3f3d9ff480749a6f0cb3c2c8fd56e219f5890ff2aacf76daefae4f46d09cc3
-size 130769960
+oid sha256:26ef15b308eebb0feb61c73af3bfa5b1e6e3559b1d289ac9f895334276fe67b3
+size 90864192

modules.json

@@ -10,5 +10,11 @@
     "name": "1",
     "path": "1_Pooling",
     "type": "sentence_transformers.models.Pooling"
+  },
+  {
+    "idx": 2,
+    "name": "2",
+    "path": "2_Normalize",
+    "type": "sentence_transformers.models.Normalize"
   }
 ]

sentence_bert_config.json

@@ -1,4 +1,4 @@
 {
-  "max_seq_length": 512,
+  "max_seq_length": 256,
   "do_lower_case": false
 }

tokenizer.json

@@ -2,7 +2,7 @@
   "version": "1.0",
   "truncation": {
     "direction": "Right",
-    "max_length": 512,
+    "max_length": 256,
     "strategy": "LongestFirst",
     "stride": 0
   },
@@ -30678,13 +30678,7 @@
       "##／": 30518,
       "##：": 30519,
       "##？": 30520,
-      "##～": 30521,
-      "bowang": 30522,
-      "georgiosmastrapas": 30523,
-      "jackminong": 30524,
-      "jonathangeuter": 30525,
-      "louismilliken": 30526,
-      "michaelguenther": 30527
+      "##～": 30521
     }
   }
 }

tokenizer_config.json

@@ -41,17 +41,24 @@
       "special": true
     }
   },
-  "clean_up_tokenization_spaces": true,
+  "clean_up_tokenization_spaces": false,
   "cls_token": "[CLS]",
   "do_basic_tokenize": true,
   "do_lower_case": true,
   "mask_token": "[MASK]",
-  "model_max_length": 8192,
+  "max_length": 128,
+  "model_max_length": 256,
   "never_split": null,
+  "pad_to_multiple_of": null,
   "pad_token": "[PAD]",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
   "sep_token": "[SEP]",
+  "stride": 0,
   "strip_accents": null,
   "tokenize_chinese_chars": true,
   "tokenizer_class": "BertTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
   "unk_token": "[UNK]"
 }

vocab.txt

@@ -30520,9 +30520,3 @@ necessitated
 ##：
 ##？
 ##～
-bowang
-georgiosmastrapas
-jackminong
-jonathangeuter
-louismilliken
-michaelguenther