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README.md CHANGED
@@ -1,7 +1,208 @@
1
  ---
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- language: en
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- pipeline_tag: text-generation
 
 
 
 
 
 
 
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  library_name: mlx
 
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  tags:
 
 
 
 
 
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  - mlx
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
1
  ---
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+ language:
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+ - en
4
+ - de
5
+ - fr
6
+ - it
7
+ - pt
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+ - hi
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+ - es
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+ - th
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  library_name: mlx
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+ pipeline_tag: text-generation
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  tags:
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+ - facebook
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+ - meta
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+ - pytorch
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+ - llama
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+ - llama-3
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  - mlx
20
+ license: llama3.2
21
+ extra_gated_prompt: "### LLAMA 3.2 COMMUNITY LICENSE AGREEMENT\n\nLlama 3.2 Version\
22
+ \ Release Date: September 25, 2024\n\n“Agreement” means the terms and conditions\
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+ \ for use, reproduction, distribution and modification of the Llama Materials set\
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+ \ forth herein.\n\n“Documentation” means the specifications, manuals and documentation\
25
+ \ accompanying Llama 3.2 distributed by Meta at https://llama.meta.com/doc/overview.\n\
26
+ \n“Licensee” or “you” means you, or your employer or any other person or entity\
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+ \ (if you are entering into this Agreement on such person or entity’s behalf),\
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+ \ of the age required under applicable laws, rules or regulations to provide legal\
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+ \ consent and that has legal authority to bind your employer or such other person\
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+ \ or entity if you are entering in this Agreement on their behalf.\n\n“Llama 3.2”\
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+ \ means the foundational large language models and software and algorithms, including\
32
+ \ machine-learning model code, trained model weights, inference-enabling code, training-enabling\
33
+ \ code, fine-tuning enabling code and other elements of the foregoing distributed\
34
+ \ by Meta at https://www.llama.com/llama-downloads.\n\n“Llama Materials” means,\
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+ \ collectively, Meta’s proprietary Llama 3.2 and Documentation (and any portion\
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+ \ thereof) made available under this Agreement.\n\n“Meta” or “we” means Meta Platforms\
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+ \ Ireland Limited (if you are located in or, if you are an entity, your principal\
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+ \ place of business is in the EEA or Switzerland) and Meta Platforms, Inc. (if\
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+ \ you are located outside of the EEA or Switzerland). \n\nBy clicking “I Accept”\
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+ \ below or by using or distributing any portion or element of the Llama Materials,\
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+ \ you agree to be bound by this Agreement.\n\n1. License Rights and Redistribution.\n\
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+ a. Grant of Rights. You are granted a non-exclusive, worldwide, non-transferable\
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+ \ and royalty-free limited license under Meta’s intellectual property or other rights\
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+ \ owned by Meta embodied in the Llama Materials to use, reproduce, distribute,\
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+ \ copy, create derivative works of, and make modifications to the Llama Materials.\
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+ \ \nb. Redistribution and Use. \ni. If you distribute or make available the Llama\
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+ \ Materials (or any derivative works thereof), or a product or service (including\
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+ \ another AI model) that contains any of them, you shall (A) provide a copy of this\
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+ \ Agreement with any such Llama Materials; and (B) prominently display “Built with\
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+ \ documentation. If you use the Llama Materials or any outputs or results of the\
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+ \ Llama Materials to create, train, fine tune, or otherwise improve an AI model,\
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+ \ which is distributed or made available, you shall also include “Llama” at the\
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+ \ beginning of any such AI model name.\nii. If you receive Llama Materials, or any\
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+ \ notice within a “Notice” text file distributed as a part of such copies: “Llama\
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+ \ 3.2 is licensed under the Llama 3.2 Community License, Copyright © Meta Platforms,\
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+ \ Inc. All Rights Reserved.”\niv. Your use of the Llama Materials must comply with\
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+ \ applicable laws and regulations (including trade compliance laws and regulations)\
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+ \ and adhere to the Acceptable Use Policy for the Llama Materials (available at\
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+ \ https://www.llama.com/llama3_2/use-policy), which is hereby incorporated by reference\
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+ \ into this Agreement.\n \n2. Additional Commercial Terms. If, on the Llama 3.2\
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+ \ version release date, the monthly active users of the products or services made\
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+ \ available by or for Licensee, or Licensee’s affiliates, is greater than 700 million\
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+ \ monthly active users in the preceding calendar month, you must request a license\
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+ \ from Meta, which Meta may grant to you in its sole discretion, and you are not\
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+ \ authorized to exercise any of the rights under this Agreement unless or until\
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+ \ Meta otherwise expressly grants you such rights.\n3. Disclaimer of Warranty. UNLESS\
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+ \ REQUIRED BY APPLICABLE LAW, THE LLAMA MATERIALS AND ANY OUTPUT AND RESULTS THEREFROM\
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+ \ ARE PROVIDED ON AN “AS IS” BASIS, WITHOUT WARRANTIES OF ANY KIND, AND META DISCLAIMS\
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+ \ ALL WARRANTIES OF ANY KIND, BOTH EXPRESS AND IMPLIED, INCLUDING, WITHOUT LIMITATION,\
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+ \ ANY WARRANTIES OF TITLE, NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR\
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+ \ PURPOSE. YOU ARE SOLELY RESPONSIBLE FOR DETERMINING THE APPROPRIATENESS OF USING\
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+ \ OR REDISTRIBUTING THE LLAMA MATERIALS AND ASSUME ANY RISKS ASSOCIATED WITH YOUR\
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+ \ USE OF THE LLAMA MATERIALS AND ANY OUTPUT AND RESULTS.\n4. Limitation of Liability.\
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+ \ IN NO EVENT WILL META OR ITS AFFILIATES BE LIABLE UNDER ANY THEORY OF LIABILITY,\
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+ \ WHETHER IN CONTRACT, TORT, NEGLIGENCE, PRODUCTS LIABILITY, OR OTHERWISE, ARISING\
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+ \ OUT OF THIS AGREEMENT, FOR ANY LOST PROFITS OR ANY INDIRECT, SPECIAL, CONSEQUENTIAL,\
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+ \ INCIDENTAL, EXEMPLARY OR PUNITIVE DAMAGES, EVEN IF META OR ITS AFFILIATES HAVE\
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+ \ BEEN ADVISED OF THE POSSIBILITY OF ANY OF THE FOREGOING.\n5. Intellectual Property.\n\
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+ a. No trademark licenses are granted under this Agreement, and in connection with\
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+ \ the Llama Materials, neither Meta nor Licensee may use any name or mark owned\
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+ \ for reasonable and customary use in describing and redistributing the Llama Materials\
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+ \ or as set forth in this Section 5(a). Meta hereby grants you a license to use\
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+ \ “Llama” (the “Mark”) solely as required to comply with the last sentence of Section\
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+ \ 1.b.i. You will comply with Meta’s brand guidelines (currently accessible at\
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+ \ https://about.meta.com/brand/resources/meta/company-brand/). All goodwill arising\
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+ \ out of your use of the Mark will inure to the benefit of Meta.\nb. Subject to\
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+ \ Meta’s ownership of Llama Materials and derivatives made by or for Meta, with\
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+ \ respect to any derivative works and modifications of the Llama Materials that\
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+ \ are made by you, as between you and Meta, you are and will be the owner of such\
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+ \ derivative works and modifications.\nc. If you institute litigation or other proceedings\
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+ \ against Meta or any entity (including a cross-claim or counterclaim in a lawsuit)\
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+ \ alleging that the Llama Materials or Llama 3.2 outputs or results, or any portion\
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+ \ of any of the foregoing, constitutes infringement of intellectual property or\
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+ \ other rights owned or licensable by you, then any licenses granted to you under\
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+ \ this Agreement shall terminate as of the date such litigation or claim is filed\
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+ \ or instituted. You will indemnify and hold harmless Meta from and against any\
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+ \ claim by any third party arising out of or related to your use or distribution\
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+ \ of the Llama Materials.\n6. Term and Termination. The term of this Agreement will\
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+ \ commence upon your acceptance of this Agreement or access to the Llama Materials\
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+ \ and will continue in full force and effect until terminated in accordance with\
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+ \ the terms and conditions herein. Meta may terminate this Agreement if you are\
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+ \ in breach of any term or condition of this Agreement. Upon termination of this\
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+ \ Agreement, you shall delete and cease use of the Llama Materials. Sections 3,\
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+ \ 4 and 7 shall survive the termination of this Agreement. \n7. Governing Law and\
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+ \ Jurisdiction. This Agreement will be governed and construed under the laws of\
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+ \ the State of California without regard to choice of law principles, and the UN\
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+ \ Convention on Contracts for the International Sale of Goods does not apply to\
113
+ \ this Agreement. The courts of California shall have exclusive jurisdiction of\
114
+ \ any dispute arising out of this Agreement. \n### Llama 3.2 Acceptable Use Policy\n\
115
+ Meta is committed to promoting safe and fair use of its tools and features, including\
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+ \ Llama 3.2. If you access or use Llama 3.2, you agree to this Acceptable Use Policy\
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+ \ (“**Policy**”). The most recent copy of this policy can be found at [https://www.llama.com/llama3_2/use-policy](https://www.llama.com/llama3_2/use-policy).\n\
118
+ #### Prohibited Uses\nWe want everyone to use Llama 3.2 safely and responsibly.\
119
+ \ You agree you will not use, or allow others to use, Llama 3.2 to:\n1. Violate\
120
+ \ the law or others’ rights, including to:\n 1. Engage in, promote, generate,\
121
+ \ contribute to, encourage, plan, incite, or further illegal or unlawful activity\
122
+ \ or content, such as:\n 1. Violence or terrorism\n 2. Exploitation\
123
+ \ or harm to children, including the solicitation, creation, acquisition, or dissemination\
124
+ \ of child exploitative content or failure to report Child Sexual Abuse Material\n\
125
+ \ 3. Human trafficking, exploitation, and sexual violence\n 4. The\
126
+ \ illegal distribution of information or materials to minors, including obscene\
127
+ \ materials, or failure to employ legally required age-gating in connection with\
128
+ \ such information or materials.\n 5. Sexual solicitation\n 6. Any\
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+ \ other criminal activity\n 1. Engage in, promote, incite, or facilitate the\
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+ \ harassment, abuse, threatening, or bullying of individuals or groups of individuals\n\
131
+ \ 2. Engage in, promote, incite, or facilitate discrimination or other unlawful\
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+ \ or harmful conduct in the provision of employment, employment benefits, credit,\
133
+ \ housing, other economic benefits, or other essential goods and services\n 3.\
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+ \ Engage in the unauthorized or unlicensed practice of any profession including,\
135
+ \ but not limited to, financial, legal, medical/health, or related professional\
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+ \ practices\n 4. Collect, process, disclose, generate, or infer private or sensitive\
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+ \ information about individuals, including information about individuals’ identity,\
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+ \ health, or demographic information, unless you have obtained the right to do so\
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+ \ in accordance with applicable law\n 5. Engage in or facilitate any action or\
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+ \ generate any content that infringes, misappropriates, or otherwise violates any\
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+ \ third-party rights, including the outputs or results of any products or services\
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+ \ using the Llama Materials\n 6. Create, generate, or facilitate the creation\
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+ \ of malicious code, malware, computer viruses or do anything else that could disable,\
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+ \ overburden, interfere with or impair the proper working, integrity, operation\
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+ \ or appearance of a website or computer system\n 7. Engage in any action, or\
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+ \ facilitate any action, to intentionally circumvent or remove usage restrictions\
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+ \ or other safety measures, or to enable functionality disabled by Meta \n2. Engage\
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+ \ in, promote, incite, facilitate, or assist in the planning or development of activities\
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+ \ that present a risk of death or bodily harm to individuals, including use of Llama\
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+ \ 3.2 related to the following:\n 8. Military, warfare, nuclear industries or\
151
+ \ applications, espionage, use for materials or activities that are subject to the\
152
+ \ International Traffic Arms Regulations (ITAR) maintained by the United States\
153
+ \ Department of State or to the U.S. Biological Weapons Anti-Terrorism Act of 1989\
154
+ \ or the Chemical Weapons Convention Implementation Act of 1997\n 9. Guns and\
155
+ \ illegal weapons (including weapon development)\n 10. Illegal drugs and regulated/controlled\
156
+ \ substances\n 11. Operation of critical infrastructure, transportation technologies,\
157
+ \ or heavy machinery\n 12. Self-harm or harm to others, including suicide, cutting,\
158
+ \ and eating disorders\n 13. Any content intended to incite or promote violence,\
159
+ \ abuse, or any infliction of bodily harm to an individual\n3. Intentionally deceive\
160
+ \ or mislead others, including use of Llama 3.2 related to the following:\n 14.\
161
+ \ Generating, promoting, or furthering fraud or the creation or promotion of disinformation\n\
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+ \ 15. Generating, promoting, or furthering defamatory content, including the\
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+ \ creation of defamatory statements, images, or other content\n 16. Generating,\
164
+ \ promoting, or further distributing spam\n 17. Impersonating another individual\
165
+ \ without consent, authorization, or legal right\n 18. Representing that the\
166
+ \ use of Llama 3.2 or outputs are human-generated\n 19. Generating or facilitating\
167
+ \ false online engagement, including fake reviews and other means of fake online\
168
+ \ engagement \n4. Fail to appropriately disclose to end users any known dangers\
169
+ \ of your AI system 5. Interact with third party tools, models, or software designed\
170
+ \ to generate unlawful content or engage in unlawful or harmful conduct and/or represent\
171
+ \ that the outputs of such tools, models, or software are associated with Meta or\
172
+ \ Llama 3.2\n\nWith respect to any multimodal models included in Llama 3.2, the\
173
+ \ rights granted under Section 1(a) of the Llama 3.2 Community License Agreement\
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+ \ are not being granted to you if you are an individual domiciled in, or a company\
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+ \ with a principal place of business in, the European Union. This restriction does\
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+ \ not apply to end users of a product or service that incorporates any such multimodal\
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+ \ models.\n\nPlease report any violation of this Policy, software “bug,” or other\
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+ \ problems that could lead to a violation of this Policy through one of the following\
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+ \ means:\n\n* Reporting issues with the model: [https://github.com/meta-llama/llama-models/issues](https://l.workplace.com/l.php?u=https%3A%2F%2Fgithub.com%2Fmeta-llama%2Fllama-models%2Fissues&h=AT0qV8W9BFT6NwihiOHRuKYQM_UnkzN_NmHMy91OT55gkLpgi4kQupHUl0ssR4dQsIQ8n3tfd0vtkobvsEvt1l4Ic6GXI2EeuHV8N08OG2WnbAmm0FL4ObkazC6G_256vN0lN9DsykCvCqGZ)\n\
180
+ * Reporting risky content generated by the model: [developers.facebook.com/llama_output_feedback](http://developers.facebook.com/llama_output_feedback)\n\
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+ * Reporting bugs and security concerns: [facebook.com/whitehat/info](http://facebook.com/whitehat/info)\n\
182
+ * Reporting violations of the Acceptable Use Policy or unlicensed uses of Llama\
183
+ \ 3.2: LlamaUseReport@meta.com"
184
+ extra_gated_fields:
185
+ First Name: text
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+ Last Name: text
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+ Date of birth: date_picker
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+ Country: country
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+ Affiliation: text
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+ Job title:
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+ type: select
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+ options:
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+ - Student
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+ - Research Graduate
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+ - AI researcher
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+ - AI developer/engineer
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+ - Reporter
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+ - Other
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+ geo: ip_location
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+ ? By clicking Submit below I accept the terms of the license and acknowledge that
201
+ the information I provide will be collected stored processed and shared in accordance
202
+ with the Meta Privacy Policy
203
+ : checkbox
204
+ extra_gated_description: The information you provide will be collected, stored, processed
205
+ and shared in accordance with the [Meta Privacy Policy](https://www.facebook.com/privacy/policy/).
206
+ extra_gated_button_content: Submit
207
+ base_model: meta-llama/Llama-3.2-3B-Instruct
208
  ---
chat_template.jinja CHANGED
@@ -1,54 +1,93 @@
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- {%- if tools %}
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- {{- '<|im_start|>system\n' }}
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- {%- if messages[0]['role'] == 'system' %}
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- {{- messages[0]['content'] }}
 
 
 
 
 
 
5
  {%- else %}
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- {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
7
  {%- endif %}
8
- {{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
9
- {%- for tool in tools %}
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- {{- "\n" }}
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- {{- tool | tojson }}
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- {%- endfor %}
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- {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
 
 
 
14
  {%- else %}
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- {%- if messages[0]['role'] == 'system' %}
16
- {{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
17
  {%- else %}
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- {{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
19
- {%- endif %}
20
  {%- endif %}
 
 
 
 
 
 
 
 
 
 
 
 
21
  {%- for message in messages %}
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- {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
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- {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
24
- {%- elif message.role == "assistant" %}
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- {{- '<|im_start|>' + message.role }}
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- {%- if message.content %}
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- {{- '\n' + message.content }}
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- {%- endif %}
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- {%- for tool_call in message.tool_calls %}
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- {%- if tool_call.function is defined %}
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- {%- set tool_call = tool_call.function %}
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- {%- endif %}
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- {{- '\n<tool_call>\n{"name": "' }}
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- {{- tool_call.name }}
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- {{- '", "arguments": ' }}
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- {{- tool_call.arguments | tojson }}
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- {{- '}\n</tool_call>' }}
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- {%- endfor %}
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- {{- '<|im_end|>\n' }}
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- {%- elif message.role == "tool" %}
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- {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
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- {{- '<|im_start|>user' }}
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  {%- endif %}
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- {{- '\n<tool_response>\n' }}
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- {{- message.content }}
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- {{- '\n</tool_response>' }}
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- {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
48
- {{- '<|im_end|>\n' }}
 
 
 
 
 
 
 
 
49
  {%- endif %}
 
50
  {%- endif %}
51
  {%- endfor %}
52
  {%- if add_generation_prompt %}
53
- {{- '<|im_start|>assistant\n' }}
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  {%- endif %}
 
1
+ {{- bos_token }}
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+ {%- if custom_tools is defined %}
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+ {%- set tools = custom_tools %}
4
+ {%- endif %}
5
+ {%- if not tools_in_user_message is defined %}
6
+ {%- set tools_in_user_message = true %}
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+ {%- endif %}
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+ {%- if not date_string is defined %}
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+ {%- if strftime_now is defined %}
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+ {%- set date_string = strftime_now("%d %b %Y") %}
11
  {%- else %}
12
+ {%- set date_string = "26 Jul 2024" %}
13
  {%- endif %}
14
+ {%- endif %}
15
+ {%- if not tools is defined %}
16
+ {%- set tools = none %}
17
+ {%- endif %}
18
+
19
+ {#- This block extracts the system message, so we can slot it into the right place. #}
20
+ {%- if messages[0]['role'] == 'system' %}
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+ {%- set system_message = messages[0]['content']|trim %}
22
+ {%- set messages = messages[1:] %}
23
  {%- else %}
24
+ {%- set system_message = "" %}
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+ {%- endif %}
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+
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+ {#- System message #}
28
+ {{- "<|start_header_id|>system<|end_header_id|>\n\n" }}
29
+ {%- if tools is not none %}
30
+ {{- "Environment: ipython\n" }}
31
+ {%- endif %}
32
+ {{- "Cutting Knowledge Date: December 2023\n" }}
33
+ {{- "Today Date: " + date_string + "\n\n" }}
34
+ {%- if tools is not none and not tools_in_user_message %}
35
+ {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }}
36
+ {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }}
37
+ {{- "Do not use variables.\n\n" }}
38
+ {%- for t in tools %}
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+ {{- t | tojson(indent=4) }}
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+ {{- "\n\n" }}
41
+ {%- endfor %}
42
+ {%- endif %}
43
+ {{- system_message }}
44
+ {{- "<|eot_id|>" }}
45
+
46
+ {#- Custom tools are passed in a user message with some extra guidance #}
47
+ {%- if tools_in_user_message and not tools is none %}
48
+ {#- Extract the first user message so we can plug it in here #}
49
+ {%- if messages | length != 0 %}
50
+ {%- set first_user_message = messages[0]['content']|trim %}
51
+ {%- set messages = messages[1:] %}
52
  {%- else %}
53
+ {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }}
 
54
  {%- endif %}
55
+ {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}}
56
+ {{- "Given the following functions, please respond with a JSON for a function call " }}
57
+ {{- "with its proper arguments that best answers the given prompt.\n\n" }}
58
+ {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }}
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+ {{- "Do not use variables.\n\n" }}
60
+ {%- for t in tools %}
61
+ {{- t | tojson(indent=4) }}
62
+ {{- "\n\n" }}
63
+ {%- endfor %}
64
+ {{- first_user_message + "<|eot_id|>"}}
65
+ {%- endif %}
66
+
67
  {%- for message in messages %}
68
+ {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}
69
+ {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }}
70
+ {%- elif 'tool_calls' in message %}
71
+ {%- if not message.tool_calls|length == 1 %}
72
+ {{- raise_exception("This model only supports single tool-calls at once!") }}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
73
  {%- endif %}
74
+ {%- set tool_call = message.tool_calls[0].function %}
75
+ {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}}
76
+ {{- '{"name": "' + tool_call.name + '", ' }}
77
+ {{- '"parameters": ' }}
78
+ {{- tool_call.arguments | tojson }}
79
+ {{- "}" }}
80
+ {{- "<|eot_id|>" }}
81
+ {%- elif message.role == "tool" or message.role == "ipython" %}
82
+ {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }}
83
+ {%- if message.content is mapping or message.content is iterable %}
84
+ {{- message.content | tojson }}
85
+ {%- else %}
86
+ {{- message.content }}
87
  {%- endif %}
88
+ {{- "<|eot_id|>" }}
89
  {%- endif %}
90
  {%- endfor %}
91
  {%- if add_generation_prompt %}
92
+ {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }}
93
  {%- endif %}
config.json CHANGED
@@ -1,37 +1,39 @@
1
  {
2
  "architectures": [
3
- "Qwen2ForCausalLM"
4
  ],
 
5
  "attention_dropout": 0.0,
6
- "bos_token_id": 151643,
7
- "eos_token_id": 151645,
 
 
 
 
 
8
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2055
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2062
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