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+ VisOnlyQA dataset and our code are provided under the [GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.en.html).
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+
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+ ## Base Datasets
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+
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+ VisOnlyQA includes figures from existing datasets. Please also refer to the license information of the base datasets.
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+
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+ * MathVista: [CC BY-SA 4.0](https://huggingface.co/datasets/AI4Math/MathVista/blob/main/README.md#license)
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+ * MMMU: [Apache License 2.0](https://github.com/MMMU-Benchmark/MMMU/blob/main/LICENSE)
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+ * ChartQA: [GNU General Public License v3.0](https://github.com/vis-nlp/ChartQA/blob/main/LICENSE)
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+ * CharXiv: [Apache License 2.0](https://github.com/princeton-nlp/CharXiv/blob/main/LICENSE)
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+ * CLEVR: [BSD License](https://github.com/facebookresearch/clevr-dataset-gen/blob/main/LICENSE)
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+ * SuperCLEVR: [BSD License](https://github.com/Lizw14/Super-CLEVR/blob/main/LICENSE)
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+
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+ ## Explanation about Relicensing
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+
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+ We use GPLv3 because all the above licenses are (one way) compatible with GPLv3.
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+
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+ * [CC BY-SA 4.0 is one way compatible with GPLv3](https://creativecommons.org/2015/10/08/cc-by-sa-4-0-now-one-way-compatible-with-gplv3/)
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+ * [Apache 2 software can therefore be included in GPLv3 projects, because the GPLv3 license accepts our software into GPLv3 works](https://www.apache.org/licenses/GPL-compatibility.html)
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+ * [This is the original BSD license, modified by removal of the advertising clause. It is a lax, permissive non-copyleft free software license, compatible with the GNU GPL.](https://www.gnu.org/licenses/license-list.html#ModifiedBSD)
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+
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+ ## GNU General Public License v3.0
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+ GNU GENERAL PUBLIC LICENSE
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+ Version 3, 29 June 2007
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+ this License. If your rights have been terminated and not permanently
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+ reinstated, you do not qualify to receive new licenses for the same
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+ material under section 10.
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+
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+ 9. Acceptance Not Required for Having Copies.
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+
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+ You are not required to accept this License in order to receive or
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+ run a copy of the Program. Ancillary propagation of a covered work
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+ occurring solely as a consequence of using peer-to-peer transmission
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+ to receive a copy likewise does not require acceptance. However,
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+ nothing other than this License grants you permission to propagate or
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+ not accept this License. Therefore, by modifying or propagating a
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+ covered work, you indicate your acceptance of this License to do so.
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+
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+ 10. Automatic Licensing of Downstream Recipients.
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+
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+ Each time you convey a covered work, the recipient automatically
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+ receives a license from the original licensors, to run, modify and
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+ propagate that work, subject to this License. You are not responsible
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+
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+ An "entity transaction" is a transaction transferring control of an
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+ You may not impose any further restrictions on the exercise of the
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+ any patent claim is infringed by making, using, selling, offering for
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+ sale, or importing the Program or any portion of it.
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+
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+ 11. Patents.
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+
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+ A "contributor" is a copyright holder who authorizes use under this
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+ License of the Program or a work on which the Program is based. The
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+ work thus licensed is called the contributor's "contributor version".
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+
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+ A contributor's "essential patent claims" are all patent claims
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+ owned or controlled by the contributor, whether already acquired or
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+ hereafter acquired, that would be infringed by some manner, permitted
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+ but do not include claims that would be infringed only as a
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+ purposes of this definition, "control" includes the right to grant
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+ patent sublicenses in a manner consistent with the requirements of
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+ propagate the contents of its contributor version.
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+
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+ In the following three paragraphs, a "patent license" is any express
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+ (such as an express permission to practice a patent or covenant not to
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+ patent against the party.
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+
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+ If you convey a covered work, knowingly relying on a patent license,
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+ and the Corresponding Source of the work is not available for anyone
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+ to copy, free of charge and under the terms of this License, through a
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+ publicly available network server or other readily accessible means,
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+ then you must either (1) cause the Corresponding Source to be so
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+ available, or (2) arrange to deprive yourself of the benefit of the
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+ patent license for this particular work, or (3) arrange, in a manner
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+ consistent with the requirements of this License, to extend the patent
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+ license to downstream recipients. "Knowingly relying" means you have
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+ actual knowledge that, but for the patent license, your conveying the
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+ covered work in a country, or your recipient's use of the covered work
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+ in a country, would infringe one or more identifiable patents in that
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+
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+ If, pursuant to or in connection with a single transaction or
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+ arrangement, you convey, or propagate by procuring conveyance of, a
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+ covered work, and grant a patent license to some of the parties
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+ receiving the covered work authorizing them to use, propagate, modify
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+ or convey a specific copy of the covered work, then the patent license
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+ you grant is automatically extended to all recipients of the covered
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+ work and works based on it.
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+
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+ A patent license is "discriminatory" if it does not include within
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+ the scope of its coverage, prohibits the exercise of, or is
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+ conditioned on the non-exercise of one or more of the rights that are
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+ specifically granted under this License. You may not convey a covered
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+ work if you are a party to an arrangement with a third party that is
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+ in the business of distributing software, under which you make payment
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+ to the third party based on the extent of your activity of conveying
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+ the work, and under which the third party grants, to any of the
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+ parties who would receive the covered work from you, a discriminatory
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+ patent license (a) in connection with copies of the covered work
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+ conveyed by you (or copies made from those copies), or (b) primarily
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+ for and in connection with specific products or compilations that
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+ contain the covered work, unless you entered into that arrangement,
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+ or that patent license was granted, prior to 28 March 2007.
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+
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+ Nothing in this License shall be construed as excluding or limiting
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+ any implied license or other defenses to infringement that may
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+ otherwise be available to you under applicable patent law.
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+
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+ 12. No Surrender of Others' Freedom.
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+
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+ If conditions are imposed on you (whether by court order, agreement or
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+ otherwise) that contradict the conditions of this License, they do not
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+ excuse you from the conditions of this License. If you cannot convey a
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+ covered work so as to satisfy simultaneously your obligations under this
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+ License and any other pertinent obligations, then as a consequence you may
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+ not convey it at all. For example, if you agree to terms that obligate you
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+ to collect a royalty for further conveying from those to whom you convey
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+ the Program, the only way you could satisfy both those terms and this
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+ License would be to refrain entirely from conveying the Program.
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+
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+ 13. Use with the GNU Affero General Public License.
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+
577
+ Notwithstanding any other provision of this License, you have
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+ permission to link or combine any covered work with a work licensed
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+ under version 3 of the GNU Affero General Public License into a single
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+ License will continue to apply to the part which is the covered work,
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+ but the special requirements of the GNU Affero General Public License,
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+ section 13, concerning interaction through a network will apply to the
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+ combination as such.
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+
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+ 14. Revised Versions of this License.
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+
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+ The Free Software Foundation may publish revised and/or new versions of
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+ the GNU General Public License from time to time. Such new versions will
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+ be similar in spirit to the present version, but may differ in detail to
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+ address new problems or concerns.
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+
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+ Each version is given a distinguishing version number. If the
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+ Program specifies that a certain numbered version of the GNU General
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+ option of following the terms and conditions either of that numbered
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+ version or of any later version published by the Free Software
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+ Foundation. If the Program does not specify a version number of the
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+ GNU General Public License, you may choose any version ever published
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+ by the Free Software Foundation.
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+
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+ If the Program specifies that a proxy can decide which future
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+ versions of the GNU General Public License can be used, that proxy's
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+ public statement of acceptance of a version permanently authorizes you
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+ to choose that version for the Program.
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+
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+ Later license versions may give you additional or different
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+ permissions. However, no additional obligations are imposed on any
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+ author or copyright holder as a result of your choosing to follow a
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+ later version.
611
+
612
+ 15. Disclaimer of Warranty.
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+
614
+ THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
615
+ APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
616
+ HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
617
+ OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
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+ THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
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+ PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
620
+ IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
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+ ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
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+
623
+ 16. Limitation of Liability.
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+
625
+ IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
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+ WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
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+ THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
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+ GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
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+ USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
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+ DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
631
+ PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
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+ EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
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+ SUCH DAMAGES.
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+
635
+ 17. Interpretation of Sections 15 and 16.
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+
637
+ If the disclaimer of warranty and limitation of liability provided
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+ above cannot be given local legal effect according to their terms,
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+ reviewing courts shall apply local law that most closely approximates
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+ an absolute waiver of all civil liability in connection with the
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+ Program, unless a warranty or assumption of liability accompanies a
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+ copy of the Program in return for a fee.
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+
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+ END OF TERMS AND CONDITIONS
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+
646
+ How to Apply These Terms to Your New Programs
647
+
648
+ If you develop a new program, and you want it to be of the greatest
649
+ possible use to the public, the best way to achieve this is to make it
650
+ free software which everyone can redistribute and change under these terms.
651
+
652
+ To do so, attach the following notices to the program. It is safest
653
+ to attach them to the start of each source file to most effectively
654
+ state the exclusion of warranty; and each file should have at least
655
+ the "copyright" line and a pointer to where the full notice is found.
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+
657
+ <one line to give the program's name and a brief idea of what it does.>
658
+ Copyright (C) <year> <name of author>
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+
660
+ This program is free software: you can redistribute it and/or modify
661
+ it under the terms of the GNU General Public License as published by
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+ the Free Software Foundation, either version 3 of the License, or
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+ (at your option) any later version.
664
+
665
+ This program is distributed in the hope that it will be useful,
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+ but WITHOUT ANY WARRANTY; without even the implied warranty of
667
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
668
+ GNU General Public License for more details.
669
+
670
+ You should have received a copy of the GNU General Public License
671
+ along with this program. If not, see <https://www.gnu.org/licenses/>.
672
+
673
+ Also add information on how to contact you by electronic and paper mail.
674
+
675
+ If the program does terminal interaction, make it output a short
676
+ notice like this when it starts in an interactive mode:
677
+
678
+ <program> Copyright (C) <year> <name of author>
679
+ This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
680
+ This is free software, and you are welcome to redistribute it
681
+ under certain conditions; type `show c' for details.
682
+
683
+ The hypothetical commands `show w' and `show c' should show the appropriate
684
+ parts of the General Public License. Of course, your program's commands
685
+ might be different; for a GUI interface, you would use an "about box".
686
+
687
+ You should also get your employer (if you work as a programmer) or school,
688
+ if any, to sign a "copyright disclaimer" for the program, if necessary.
689
+ For more information on this, and how to apply and follow the GNU GPL, see
690
+ <https://www.gnu.org/licenses/>.
691
+
692
+ The GNU General Public License does not permit incorporating your program
693
+ into proprietary programs. If your program is a subroutine library, you
694
+ may consider it more useful to permit linking proprietary applications with
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+ the library. If this is what you want to do, use the GNU Lesser General
696
+ Public License instead of this License. But first, please read
697
+ <https://www.gnu.org/licenses/why-not-lgpl.html>.