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Browse files- 6246123910e4f97628154d4d49bdf3a66b481d6bb907242015e791404be10397 (85ff0cade0dab75a2135776cf8d359438b92a480)
- d9d6cbb2c020d23565ae039f832a32273a0ab8646f5b33b09e716ebc9a3e0709 (ce1715447e8b29bc97847e796eeb2a6cda7388ac)
- README.md +186 -0
- config.json +29 -0
- model.safetensors +3 -0
- model.safetensors.index.json +750 -0
- special_tokens_map.json +29 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +84 -0
README.md
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---
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language:
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- code
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license: llama2
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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-2
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- mlx
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extra_gated_heading: You need to share contact information with Meta to access this
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+
model
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+
extra_gated_prompt: "### LLAMA 2 COMMUNITY LICENSE AGREEMENT\n\"Agreement\" means\
|
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+
\ the terms and conditions for use, reproduction, distribution and modification\
|
17 |
+
\ of the Llama Materials set forth herein. \"Documentation\" means the specifications,\
|
18 |
+
\ manuals and documentation accompanying Llama 2 distributed by Meta at https://ai.meta.com/resources/models-and-libraries/llama-downloads/.\
|
19 |
+
\ \"Licensee\" or \"you\" means you, or your employer or any other person or entity\
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20 |
+
\ (if you are entering into this Agreement on such person or entity's behalf), of\
|
21 |
+
\ the age required under applicable laws, rules or regulations to provide legal\
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22 |
+
\ 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. \"Llama 2\"\
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24 |
+
\ means the foundational large language models and software and algorithms, including\
|
25 |
+
\ machine-learning model code, trained model weights, inference-enabling code, training-enabling\
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26 |
+
\ code, fine-tuning enabling code and other elements of the foregoing distributed\
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\ by Meta at ai.meta.com/resources/models-and-libraries/llama-downloads/. \"Llama\
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+
\ Materials\" means, collectively, Meta's proprietary Llama 2 and documentation\
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\ (and any portion thereof) made available under this Agreement. \"Meta\" or \"\
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30 |
+
we\" means Meta Platforms Ireland Limited (if you are located in or, if you are\
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\ an entity, your principal place of business is in the EEA or Switzerland) and\
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\ Meta Platforms, Inc. (if you are located outside of the EEA or Switzerland). \
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\ By clicking \"I Accept\" below or by using or distributing any portion or element\
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\ of the Llama Materials, you agree to be bound by this Agreement. 1. License Rights\
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\ and Redistribution. a. Grant of Rights. You are granted a non-exclusive, worldwide,\
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\ non- transferable and royalty-free limited license under Meta's intellectual property\
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\ or other rights owned by Meta embodied in the Llama Materials to use, reproduce,\
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\ distribute, copy, create derivative works of, and make modifications to the Llama\
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\ Materials. \n \nb. Redistribution and Use. i. If you distribute or make\
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\ the Llama Materials, or any derivative works thereof, available to a third party,\
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\ you shall provide a copy of this Agreement to such third party. ii. If you\
|
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\ receive Llama Materials, or any derivative works thereof, from a Licensee as\
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\ part of an integrated end user product, then Section 2 of this Agreement will\
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\ not apply to you. iii. You must retain in all copies of the Llama Materials that\
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\ you distribute the following attribution notice within a \"Notice\" text file\
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\ distributed as a part of such copies: \"Llama 2 is licensed under the LLAMA 2\
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\ Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.\"\
|
48 |
+
\ iv. Your use of the Llama Materials must comply with applicable laws and regulations\
|
49 |
+
\ (including trade compliance laws and regulations) and adhere to the Acceptable\
|
50 |
+
\ Use Policy for the Llama Materials (available at https://ai.meta.com/llama/use-policy),\
|
51 |
+
\ which is hereby incorporated by reference into this Agreement. v. You will not\
|
52 |
+
\ use the Llama Materials or any output or results of the Llama Materials to improve\
|
53 |
+
\ any other large language model (excluding Llama 2 or derivative works thereof).\
|
54 |
+
\ 2. Additional Commercial Terms. If, on the Llama 2 version release date, the\
|
55 |
+
\ monthly active users of the products or services made available by or for Licensee,\
|
56 |
+
\ or Licensee's affiliates, is greater than 700 million monthly active users in\
|
57 |
+
\ the preceding calendar month, you must request a license from Meta, which Meta\
|
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\ may grant to you in its sole discretion, and you are not authorized to exercise\
|
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\ any of the rights under this Agreement unless or until Meta otherwise expressly\
|
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\ grants you such rights. 3. Disclaimer of Warranty. UNLESS REQUIRED BY APPLICABLE\
|
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\ LAW, THE LLAMA MATERIALS AND ANY OUTPUT AND RESULTS THEREFROM ARE PROVIDED ON\
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\ AN \"AS IS\" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,\
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\ INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OF TITLE, NON-INFRINGEMENT, MERCHANTABILITY,\
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\ OR FITNESS FOR A PARTICULAR PURPOSE. YOU ARE SOLELY RESPONSIBLE FOR DETERMINING\
|
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\ THE APPROPRIATENESS OF USING OR REDISTRIBUTING THE LLAMA MATERIALS AND ASSUME\
|
66 |
+
\ ANY RISKS ASSOCIATED WITH YOUR USE OF THE LLAMA MATERIALS AND ANY OUTPUT AND\
|
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\ RESULTS. 4. Limitation of Liability. IN NO EVENT WILL META OR ITS AFFILIATES BE\
|
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\ LIABLE UNDER ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, TORT, NEGLIGENCE,\
|
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\ PRODUCTS LIABILITY, OR OTHERWISE, ARISING OUT OF THIS AGREEMENT, FOR ANY LOST\
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\ PROFITS OR ANY INDIRECT, SPECIAL, CONSEQUENTIAL, INCIDENTAL, EXEMPLARY OR PUNITIVE\
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\ DAMAGES, EVEN IF META OR ITS AFFILIATES HAVE BEEN ADVISED OF THE POSSIBILITY\
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\ OF ANY OF THE FOREGOING. 5. Intellectual Property. a. No trademark licenses are\
|
73 |
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\ granted under this Agreement, and in connection with the Llama Materials, neither\
|
74 |
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\ Meta nor Licensee may use any name or mark owned by or associated with the other\
|
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\ or any of its affiliates, except as required for reasonable and customary use\
|
76 |
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\ in describing and redistributing the Llama Materials. b. Subject to Meta's ownership\
|
77 |
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\ of Llama Materials and derivatives made by or for Meta, with respect to any derivative\
|
78 |
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\ works and modifications of the Llama Materials that are made by you, as between\
|
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\ you and Meta, you are and will be the owner of such derivative works and modifications.\
|
80 |
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\ c. If you institute litigation or other proceedings against Meta or any entity\
|
81 |
+
\ (including a cross-claim or counterclaim in a lawsuit) alleging that the Llama\
|
82 |
+
\ Materials or Llama 2 outputs or results, or any portion of any of the foregoing,\
|
83 |
+
\ constitutes infringement of intellectual property or other rights owned or licensable\
|
84 |
+
\ by you, then any licenses granted to you under this Agreement shall terminate\
|
85 |
+
\ as of the date such litigation or claim is filed or instituted. You will indemnify\
|
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\ and hold harmless Meta from and against any claim by any third party arising\
|
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\ out of or related to your use or distribution of the Llama Materials. 6. Term\
|
88 |
+
\ and Termination. The term of this Agreement will commence upon your acceptance\
|
89 |
+
\ of this Agreement or access to the Llama Materials and will continue in full\
|
90 |
+
\ force and effect until terminated in accordance with the terms and conditions\
|
91 |
+
\ herein. Meta may terminate this Agreement if you are in breach of any term or\
|
92 |
+
\ condition of this Agreement. Upon termination of this Agreement, you shall delete\
|
93 |
+
\ and cease use of the Llama Materials. Sections 3, 4 and 7 shall survive the \
|
94 |
+
\ termination of this Agreement. 7. Governing Law and Jurisdiction. This Agreement\
|
95 |
+
\ will be governed and construed under the laws of the State of California without\
|
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\ regard to choice of law principles, and the UN Convention on Contracts for the\
|
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\ International Sale of Goods does not apply to this Agreement. The courts of California\
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\ shall have exclusive jurisdiction of any dispute arising out of this Agreement.\
|
99 |
+
\ USE POLICY ### Llama 2 Acceptable Use Policy Meta is committed to promoting safe\
|
100 |
+
\ and fair use of its tools and features, including Llama 2. If you access or use\
|
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+
\ Llama 2, you agree to this Acceptable Use Policy (“Policy”). The most recent copy\
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+
\ of this policy can be found at [ai.meta.com/llama/use-policy](http://ai.meta.com/llama/use-policy).\
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+
\ #### Prohibited Uses We want everyone to use Llama 2 safely and responsibly. You\
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\ agree you will not use, or allow others to use, Llama 2 to: 1. Violate the law\
|
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\ or others’ rights, including to:\n 1. Engage in, promote, generate, contribute\
|
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\ to, encourage, plan, incite, or further illegal or unlawful activity or content,\
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\ such as: \n 1. Violence or terrorism \n 2. Exploitation or harm to children,\
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\ including the solicitation, creation, acquisition, or dissemination of child exploitative\
|
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+
\ content or failure to report Child Sexual Abuse Material\n 3. Human trafficking,\
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\ exploitation, and sexual violence\n 4. The illegal distribution of information\
|
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+
\ or materials to minors, including obscene materials, or failure to employ legally\
|
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\ required age-gating in connection with such information or materials.\n 5.\
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\ Sexual solicitation\n 6. Any other criminal activity\n 2. Engage in, promote,\
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\ incite, or facilitate the harassment, abuse, threatening, or bullying of individuals\
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\ or groups of individuals\n 3. Engage in, promote, incite, or facilitate discrimination\
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\ or other unlawful or harmful conduct in the provision of employment, employment\
|
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+
\ benefits, credit, housing, other economic benefits, or other essential goods and\
|
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+
\ services\n 4. Engage in the unauthorized or unlicensed practice of any profession\
|
119 |
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\ including, but not limited to, financial, legal, medical/health, or related professional\
|
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\ practices \n 5. Collect, process, disclose, generate, or infer health, demographic,\
|
121 |
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\ or other sensitive personal or private information about individuals without rights\
|
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\ and consents required by applicable laws\n 6. Engage in or facilitate any action\
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\ or generate any content that infringes, misappropriates, or otherwise violates\
|
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\ any third-party rights, including the outputs or results of any products or services\
|
125 |
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\ using the Llama 2 Materials\n 7. Create, generate, or facilitate the creation\
|
126 |
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\ of malicious code, malware, computer viruses or do anything else that could disable,\
|
127 |
+
\ overburden, interfere with or impair the proper working, integrity, operation\
|
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\ or appearance of a website or computer system \n2. Engage in, promote, incite,\
|
129 |
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\ facilitate, or assist in the planning or development of activities that present\
|
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\ a risk of death or bodily harm to individuals, including use of Llama 2 related\
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\ to the following:\n 1. Military, warfare, nuclear industries or applications,\
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+
\ espionage, use for materials or activities that are subject to the International\
|
133 |
+
\ Traffic Arms Regulations (ITAR) maintained by the United States Department of\
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\ State\n 2. Guns and illegal weapons (including weapon development)\n 3. Illegal\
|
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+
\ drugs and regulated/controlled substances\n 4. Operation of critical infrastructure,\
|
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+
\ transportation technologies, or heavy machinery\n 5. Self-harm or harm to others,\
|
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\ including suicide, cutting, and eating disorders\n 6. Any content intended to\
|
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\ incite or promote violence, abuse, or any infliction of bodily harm to an individual\n\
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3. Intentionally deceive or mislead others, including use of Llama 2 related to\
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\ the following:\n 1. Generating, promoting, or furthering fraud or the creation\
|
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\ or promotion of disinformation\n 2. Generating, promoting, or furthering defamatory\
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\ content, including the creation of defamatory statements, images, or other content\n\
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\ 3. Generating, promoting, or further distributing spam\n 4. Impersonating another\
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\ individual without consent, authorization, or legal right\n 5. Representing that\
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\ the use of Llama 2 or outputs are human-generated\n 6. Generating or facilitating\
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\ false online engagement, including fake reviews and other means of fake online\
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\ engagement \n 4. Fail to appropriately disclose to end users any known dangers\
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\ of your AI system \nPlease report any violation of this Policy, software “bug,”\
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\ or other problems that could lead to a violation of this Policy through one of\
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\ the following means: * Reporting issues with the model: [github.com/facebookresearch/llama](http://github.com/facebookresearch/llama)\
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\ * Reporting risky content generated by the model: [developers.facebook.com/llama_output_feedback](http://developers.facebook.com/llama_output_feedback)\
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\ * Reporting bugs and security concerns: [facebook.com/whitehat/info](http://facebook.com/whitehat/info)\
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\ * Reporting violations of the Acceptable Use Policy or unlicensed uses of Llama:\
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\ [[email protected]](mailto:[email protected])"
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extra_gated_fields:
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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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geo: ip_location
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? By clicking Submit below I accept the terms of the license and acknowledge that
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the information I provide will be collected stored processed and shared in accordance
|
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with the Meta Privacy Policy
|
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+
: checkbox
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extra_gated_description: The information you provide will be collected, stored, processed
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and shared in accordance with the [Meta Privacy Policy](https://www.facebook.com/privacy/policy/).
|
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extra_gated_button_content: Submit
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---
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# ipetrukha/CodeLlama-7b-Instruct-hf-4bit
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The Model [ipetrukha/CodeLlama-7b-Instruct-hf-4bit](https://huggingface.co/ipetrukha/CodeLlama-7b-Instruct-hf-4bit) was converted to MLX format from [meta-llama/CodeLlama-7b-Instruct-hf](https://huggingface.co/meta-llama/CodeLlama-7b-Instruct-hf) using mlx-lm version **0.16.1**.
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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```python
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from mlx_lm import load, generate
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model, tokenizer = load("ipetrukha/CodeLlama-7b-Instruct-hf-4bit")
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response = generate(model, tokenizer, prompt="hello", verbose=True)
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```
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"max_position_embeddings": 16384,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"pretraining_tp": 1,
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"quantization": {
|
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"group_size": 64,
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"bits": 4
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},
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 1000000,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
|
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"transformers_version": "4.33.0.dev0",
|
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"use_cache": true,
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"vocab_size": 32016
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7053f6d78e0ea1f148187f36cea6d15d5777f071e04199f096cc205efd1d7f3f
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size 3790899435
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model.safetensors.index.json
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special_tokens_map.json
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"▁<EOT>"
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tokenizer.json
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tokenizer.model
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:45ccb9c8b6b561889acea59191d66986d314e7cbd6a78abc6e49b139ca91c1e6
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size 500058
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tokenizer_config.json
ADDED
@@ -0,0 +1,84 @@
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{
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"add_bos_token": true,
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"add_eos_token": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"32007": {
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"content": "▁<PRE>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"32008": {
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"content": "▁<SUF>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"32009": {
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"content": "▁<MID>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"32010": {
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"content": "▁<EOT>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"additional_special_tokens": [
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"▁<PRE>",
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"▁<MID>",
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"▁<SUF>",
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"▁<EOT>"
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],
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"bos_token": "<s>",
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"chat_template": "{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<<SYS>>\\n' + system_message + '\\n<</SYS>>\\n\\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ bos_token + '[INST] ' + content | trim + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + content | trim + ' ' + eos_token }}{% endif %}{% endfor %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"eot_token": "▁<EOT>",
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"fill_token": "<FILL_ME>",
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"legacy": null,
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"middle_token": "▁<MID>",
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": null,
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"prefix_token": "▁<PRE>",
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"sp_model_kwargs": {},
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"suffix_token": "▁<SUF>",
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"tokenizer_class": "CodeLlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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