| 
							 | 
						--- | 
					
					
						
						| 
							 | 
						language: | 
					
					
						
						| 
							 | 
						- en | 
					
					
						
						| 
							 | 
						- de | 
					
					
						
						| 
							 | 
						- fr | 
					
					
						
						| 
							 | 
						- it | 
					
					
						
						| 
							 | 
						- pt | 
					
					
						
						| 
							 | 
						- hi | 
					
					
						
						| 
							 | 
						- es | 
					
					
						
						| 
							 | 
						- th | 
					
					
						
						| 
							 | 
						library_name: transformers | 
					
					
						
						| 
							 | 
						license: llama3.2 | 
					
					
						
						| 
							 | 
						pipeline_tag: text-generation | 
					
					
						
						| 
							 | 
						tags: | 
					
					
						
						| 
							 | 
						- facebook | 
					
					
						
						| 
							 | 
						- meta | 
					
					
						
						| 
							 | 
						- pytorch | 
					
					
						
						| 
							 | 
						- llama | 
					
					
						
						| 
							 | 
						- llama-3 | 
					
					
						
						| 
							 | 
						- mlx | 
					
					
						
						| 
							 | 
						extra_gated_prompt: "### LLAMA 3.2 COMMUNITY LICENSE AGREEMENT\n\nLlama 3.2 Version\ | 
					
					
						
						| 
							 | 
						  \ Release Date: September 25, 2024\n\n“Agreement” means the terms and conditions\ | 
					
					
						
						| 
							 | 
						  \ for use, reproduction, distribution  and modification of the Llama Materials set\ | 
					
					
						
						| 
							 | 
						  \ forth herein.\n\n“Documentation” means the specifications, manuals and documentation\ | 
					
					
						
						| 
							 | 
						  \ accompanying Llama 3.2 distributed by Meta at https://llama.meta.com/doc/overview.\n\ | 
					
					
						
						| 
							 | 
						  \n“Licensee” or “you” means you, or your employer or any other person or entity\ | 
					
					
						
						| 
							 | 
						  \ (if you are  entering into this Agreement on such person or entity’s behalf),\ | 
					
					
						
						| 
							 | 
						  \ of the age required under applicable laws, rules or regulations to provide legal\ | 
					
					
						
						| 
							 | 
						  \ consent and that has legal authority to bind your employer or such other person\ | 
					
					
						
						| 
							 | 
						  \ or entity if you are entering in this Agreement on their behalf.\n\n“Llama 3.2”\ | 
					
					
						
						| 
							 | 
						  \ means the foundational large language models and software and algorithms, including\ | 
					
					
						
						| 
							 | 
						  \ machine-learning model code, trained model weights, inference-enabling code, training-enabling\ | 
					
					
						
						| 
							 | 
						  \ code, fine-tuning enabling code and other elements of the foregoing distributed\ | 
					
					
						
						| 
							 | 
						  \ by Meta at  https://www.llama.com/llama-downloads.\n\n“Llama Materials” means,\ | 
					
					
						
						| 
							 | 
						  \ collectively, Meta’s proprietary Llama 3.2 and Documentation (and  any portion\ | 
					
					
						
						| 
							 | 
						  \ thereof) made available under this Agreement.\n\n“Meta” or “we” means Meta Platforms\ | 
					
					
						
						| 
							 | 
						  \ Ireland Limited (if you are located in or,  if you are an entity, your principal\ | 
					
					
						
						| 
							 | 
						  \ place of business is in the EEA or Switzerland)  and Meta Platforms, Inc. (if\ | 
					
					
						
						| 
							 | 
						  \ you are located outside of the EEA or Switzerland). \n\nBy clicking “I Accept”\ | 
					
					
						
						| 
							 | 
						  \ below or by using or distributing any portion or element of the Llama Materials,\ | 
					
					
						
						| 
							 | 
						  \ you agree to be bound by this Agreement.\n\n1. License Rights and Redistribution.\n\ | 
					
					
						
						| 
							 | 
						  a. Grant of Rights. You are granted a non-exclusive, worldwide,  non-transferable\ | 
					
					
						
						| 
							 | 
						  \ and royalty-free limited license under Meta’s intellectual property or other rights\ | 
					
					
						
						| 
							 | 
						  \  owned by Meta embodied in the Llama Materials to use, reproduce, distribute,\ | 
					
					
						
						| 
							 | 
						  \ copy, create derivative works  of, and make modifications to the Llama Materials.\ | 
					
					
						
						| 
							 | 
						  \  \nb. Redistribution and Use.  \ni. If you distribute or make available the Llama\ | 
					
					
						
						| 
							 | 
						  \ Materials (or any derivative works thereof),  or a product or service (including\ | 
					
					
						
						| 
							 | 
						  \ another AI model) that contains any of them, you shall (A) provide a copy of this\ | 
					
					
						
						| 
							 | 
						  \ Agreement with any such Llama Materials; and (B) prominently display “Built with\ | 
					
					
						
						| 
							 | 
						  \ Llama” on a related website, user interface, blogpost, about page, or product\ | 
					
					
						
						| 
							 | 
						  \ documentation. If you use the Llama Materials or any outputs or results of the\ | 
					
					
						
						| 
							 | 
						  \ Llama Materials to create, train, fine tune, or otherwise improve an AI model,\ | 
					
					
						
						| 
							 | 
						  \ which is distributed or made available, you shall also include “Llama” at the\ | 
					
					
						
						| 
							 | 
						  \ beginning of any such AI model name.\nii. If you receive Llama Materials, or any\ | 
					
					
						
						| 
							 | 
						  \ derivative works thereof, from a Licensee as part of an integrated end user product,\ | 
					
					
						
						| 
							 | 
						  \ then Section 2 of this Agreement will not apply to you. \niii. You must retain\ | 
					
					
						
						| 
							 | 
						  \ in all copies of the Llama Materials that you distribute the  following attribution\ | 
					
					
						
						| 
							 | 
						  \ notice within a “Notice” text file distributed as a part of such copies:  “Llama\ | 
					
					
						
						| 
							 | 
						  \ 3.2 is licensed under the Llama 3.2 Community License, Copyright © Meta Platforms,\ | 
					
					
						
						| 
							 | 
						  \ Inc. All Rights Reserved.”\niv. Your use of the Llama Materials must comply with\ | 
					
					
						
						| 
							 | 
						  \ applicable laws and regulations (including trade compliance laws and regulations)\ | 
					
					
						
						| 
							 | 
						  \ and adhere to the Acceptable Use Policy for the Llama Materials (available at\ | 
					
					
						
						| 
							 | 
						  \ https://www.llama.com/llama3_2/use-policy), which is hereby  incorporated by reference\ | 
					
					
						
						| 
							 | 
						  \ into this Agreement.\n  \n2. Additional Commercial Terms. If, on the Llama 3.2\ | 
					
					
						
						| 
							 | 
						  \ version release date, the monthly active users of the products or services made\ | 
					
					
						
						| 
							 | 
						  \ available by or for Licensee, or Licensee’s affiliates,  is greater than 700 million\ | 
					
					
						
						| 
							 | 
						  \ monthly active users in the preceding calendar month, you must request  a license\ | 
					
					
						
						| 
							 | 
						  \ from Meta, which Meta may grant to you in its sole discretion, and you are not\ | 
					
					
						
						| 
							 | 
						  \ authorized to exercise any of the rights under this Agreement unless or until\ | 
					
					
						
						| 
							 | 
						  \ Meta otherwise expressly grants you such rights.\n3. Disclaimer of Warranty. UNLESS\ | 
					
					
						
						| 
							 | 
						  \ REQUIRED BY APPLICABLE LAW, THE LLAMA MATERIALS AND ANY OUTPUT AND  RESULTS THEREFROM\ | 
					
					
						
						| 
							 | 
						  \ ARE PROVIDED ON AN “AS IS” BASIS, WITHOUT WARRANTIES OF ANY KIND, AND META DISCLAIMS\ | 
					
					
						
						| 
							 | 
						  \ ALL WARRANTIES OF ANY KIND, BOTH EXPRESS AND IMPLIED, INCLUDING, WITHOUT LIMITATION,\ | 
					
					
						
						| 
							 | 
						  \ ANY WARRANTIES OF TITLE, NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR\ | 
					
					
						
						| 
							 | 
						  \ PURPOSE. YOU ARE SOLELY RESPONSIBLE FOR DETERMINING THE APPROPRIATENESS OF USING\ | 
					
					
						
						| 
							 | 
						  \ OR REDISTRIBUTING THE LLAMA MATERIALS AND ASSUME ANY RISKS ASSOCIATED WITH YOUR\ | 
					
					
						
						| 
							 | 
						  \ USE OF THE LLAMA MATERIALS AND ANY OUTPUT AND RESULTS.\n4. Limitation of Liability.\ | 
					
					
						
						| 
							 | 
						  \ IN NO EVENT WILL META OR ITS AFFILIATES BE LIABLE UNDER ANY THEORY OF LIABILITY,\ | 
					
					
						
						| 
							 | 
						  \  WHETHER IN CONTRACT, TORT, NEGLIGENCE, PRODUCTS LIABILITY, OR OTHERWISE, ARISING\ | 
					
					
						
						| 
							 | 
						  \ OUT OF THIS AGREEMENT,  FOR ANY LOST PROFITS OR ANY INDIRECT, SPECIAL, CONSEQUENTIAL,\ | 
					
					
						
						| 
							 | 
						  \ INCIDENTAL, EXEMPLARY OR PUNITIVE DAMAGES, EVEN  IF META OR ITS AFFILIATES HAVE\ | 
					
					
						
						| 
							 | 
						  \ BEEN ADVISED OF THE POSSIBILITY OF ANY OF THE FOREGOING.\n5. Intellectual Property.\n\ | 
					
					
						
						| 
							 | 
						  a. No trademark licenses are granted under this Agreement, and in connection with\ | 
					
					
						
						| 
							 | 
						  \ the Llama Materials,  neither Meta nor Licensee may use any name or mark owned\ | 
					
					
						
						| 
							 | 
						  \ by or associated with the other or any of its affiliates,  except as required\ | 
					
					
						
						| 
							 | 
						  \ for reasonable and customary use in describing and redistributing the Llama Materials\ | 
					
					
						
						| 
							 | 
						  \ or as  set forth in this Section 5(a). Meta hereby grants you a license to use\ | 
					
					
						
						| 
							 | 
						  \ “Llama” (the “Mark”) solely as required  to comply with the last sentence of Section\ | 
					
					
						
						| 
							 | 
						  \ 1.b.i. You will comply with Meta’s brand guidelines (currently accessible  at\ | 
					
					
						
						| 
							 | 
						  \ https://about.meta.com/brand/resources/meta/company-brand/). All goodwill arising\ | 
					
					
						
						| 
							 | 
						  \ out of your use of the Mark  will inure to the benefit of Meta.\nb. Subject to\ | 
					
					
						
						| 
							 | 
						  \ Meta’s ownership of Llama Materials and derivatives made by or for Meta, with\ | 
					
					
						
						| 
							 | 
						  \ respect to any derivative works and modifications of the Llama Materials that\ | 
					
					
						
						| 
							 | 
						  \ are made by you, as between you and Meta, you are and will be the owner of such\ | 
					
					
						
						| 
							 | 
						  \ derivative works and modifications.\nc. If you institute litigation or other proceedings\ | 
					
					
						
						| 
							 | 
						  \ against Meta or any entity (including a cross-claim or counterclaim in a lawsuit)\ | 
					
					
						
						| 
							 | 
						  \ alleging that the Llama Materials or Llama 3.2 outputs or results, or any portion\ | 
					
					
						
						| 
							 | 
						  \ of any of the foregoing, constitutes infringement of intellectual property or\ | 
					
					
						
						| 
							 | 
						  \ other rights owned or licensable by you, then any licenses granted to you under\ | 
					
					
						
						| 
							 | 
						  \ this Agreement shall terminate as of the date such litigation or claim is filed\ | 
					
					
						
						| 
							 | 
						  \ or instituted. You will indemnify and hold harmless Meta from and against any\ | 
					
					
						
						| 
							 | 
						  \ claim by any third party arising out of or related to your use or distribution\ | 
					
					
						
						| 
							 | 
						  \ of the Llama Materials.\n6. Term and Termination. The term of this Agreement will\ | 
					
					
						
						| 
							 | 
						  \ commence upon your acceptance of this Agreement or access to the Llama Materials\ | 
					
					
						
						| 
							 | 
						  \ and will continue in full force and effect until terminated in accordance with\ | 
					
					
						
						| 
							 | 
						  \ the terms and conditions herein. Meta may terminate this Agreement if you are\ | 
					
					
						
						| 
							 | 
						  \ in breach of any term or condition of this Agreement. Upon termination of this\ | 
					
					
						
						| 
							 | 
						  \ Agreement, you shall delete and cease use of the Llama Materials. Sections 3,\ | 
					
					
						
						| 
							 | 
						  \ 4 and 7 shall survive the termination of this Agreement. \n7. Governing Law and\ | 
					
					
						
						| 
							 | 
						  \ Jurisdiction. This Agreement will be governed and construed under the laws of\ | 
					
					
						
						| 
							 | 
						  \ the State of  California without regard to choice of law principles, and the UN\ | 
					
					
						
						| 
							 | 
						  \ Convention on Contracts for the International Sale of Goods does not apply to\ | 
					
					
						
						| 
							 | 
						  \ this Agreement. The courts of California shall have exclusive jurisdiction of\ | 
					
					
						
						| 
							 | 
						  \ any dispute arising out of this Agreement. \n### Llama 3.2 Acceptable Use Policy\n\ | 
					
					
						
						| 
							 | 
						  Meta is committed to promoting safe and fair use of its tools and features, including\ | 
					
					
						
						| 
							 | 
						  \ Llama 3.2.  If you access or use Llama 3.2, you agree to this Acceptable Use Policy\ | 
					
					
						
						| 
							 | 
						  \ (“**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\ | 
					
					
						
						| 
							 | 
						  #### Prohibited Uses\nWe want everyone to use Llama 3.2 safely and responsibly.\ | 
					
					
						
						| 
							 | 
						  \ You agree you will not use, or allow others to use, Llama 3.2 to:\n1. Violate\ | 
					
					
						
						| 
							 | 
						  \ the law or others’ rights, including to:\n    1. Engage in, promote, generate,\ | 
					
					
						
						| 
							 | 
						  \ contribute to, encourage, plan, incite, or further illegal or unlawful activity\ | 
					
					
						
						| 
							 | 
						  \ or content, such as:\n        1. Violence or terrorism\n        2. Exploitation\ | 
					
					
						
						| 
							 | 
						  \ or harm to children, including the solicitation, creation, acquisition, or dissemination\ | 
					
					
						
						| 
							 | 
						  \ of child exploitative content or failure to report Child Sexual Abuse Material\n\ | 
					
					
						
						| 
							 | 
						  \        3. Human trafficking, exploitation, and sexual violence\n        4. The\ | 
					
					
						
						| 
							 | 
						  \ illegal distribution of information or materials to minors, including obscene\ | 
					
					
						
						| 
							 | 
						  \ materials, or failure to employ legally required age-gating in connection with\ | 
					
					
						
						| 
							 | 
						  \ such information or materials.\n        5. Sexual solicitation\n        6. Any\ | 
					
					
						
						| 
							 | 
						  \ other criminal activity\n    1. Engage in, promote, incite, or facilitate the\ | 
					
					
						
						| 
							 | 
						  \ harassment, abuse, threatening, or bullying of individuals or groups of individuals\n\ | 
					
					
						
						| 
							 | 
						  \    2. Engage in, promote, incite, or facilitate discrimination or other unlawful\ | 
					
					
						
						| 
							 | 
						  \ or harmful conduct in the provision of employment, employment benefits, credit,\ | 
					
					
						
						| 
							 | 
						  \ housing, other economic benefits, or other essential goods and services\n    3.\ | 
					
					
						
						| 
							 | 
						  \ Engage in the unauthorized or unlicensed practice of any profession including,\ | 
					
					
						
						| 
							 | 
						  \ but not limited to, financial, legal, medical/health, or related professional\ | 
					
					
						
						| 
							 | 
						  \ practices\n    4. Collect, process, disclose, generate, or infer private or sensitive\ | 
					
					
						
						| 
							 | 
						  \ information about individuals, including information about individuals’ identity,\ | 
					
					
						
						| 
							 | 
						  \ health, or demographic information, unless you have obtained the right to do so\ | 
					
					
						
						| 
							 | 
						  \ in accordance with applicable law\n    5. Engage in or facilitate any action or\ | 
					
					
						
						| 
							 | 
						  \ generate any content that infringes, misappropriates, or otherwise violates any\ | 
					
					
						
						| 
							 | 
						  \ third-party rights, including the outputs or results of any products or services\ | 
					
					
						
						| 
							 | 
						  \ using the Llama Materials\n    6. Create, generate, or facilitate the creation\ | 
					
					
						
						| 
							 | 
						  \ of malicious code, malware, computer viruses or do anything else that could disable,\ | 
					
					
						
						| 
							 | 
						  \ overburden, interfere with or impair the proper working, integrity, operation\ | 
					
					
						
						| 
							 | 
						  \ or appearance of a website or computer system\n    7. Engage in any action, or\ | 
					
					
						
						| 
							 | 
						  \ facilitate any action, to intentionally circumvent or remove usage restrictions\ | 
					
					
						
						| 
							 | 
						  \ or other safety measures, or to enable functionality disabled by Meta \n2. Engage\ | 
					
					
						
						| 
							 | 
						  \ in, promote, incite, facilitate, or assist in the planning or development of activities\ | 
					
					
						
						| 
							 | 
						  \ that present a risk of death or bodily harm to individuals, including use of Llama\ | 
					
					
						
						| 
							 | 
						  \ 3.2 related to the following:\n    8. Military, warfare, nuclear industries or\ | 
					
					
						
						| 
							 | 
						  \ applications, espionage, use for materials or activities that are subject to the\ | 
					
					
						
						| 
							 | 
						  \ International Traffic Arms Regulations (ITAR) maintained by the United States\ | 
					
					
						
						| 
							 | 
						  \ Department of State or to the U.S. Biological Weapons Anti-Terrorism Act of 1989\ | 
					
					
						
						| 
							 | 
						  \ or the Chemical Weapons Convention Implementation Act of 1997\n    9. Guns and\ | 
					
					
						
						| 
							 | 
						  \ illegal weapons (including weapon development)\n    10. Illegal drugs and regulated/controlled\ | 
					
					
						
						| 
							 | 
						  \ substances\n    11. Operation of critical infrastructure, transportation technologies,\ | 
					
					
						
						| 
							 | 
						  \ or heavy machinery\n    12. Self-harm or harm to others, including suicide, cutting,\ | 
					
					
						
						| 
							 | 
						  \ and eating disorders\n    13. Any content intended to incite or promote violence,\ | 
					
					
						
						| 
							 | 
						  \ abuse, or any infliction of bodily harm to an individual\n3. Intentionally deceive\ | 
					
					
						
						| 
							 | 
						  \ or mislead others, including use of Llama 3.2 related to the following:\n    14.\ | 
					
					
						
						| 
							 | 
						  \ Generating, promoting, or furthering fraud or the creation or promotion of disinformation\n\ | 
					
					
						
						| 
							 | 
						  \    15. Generating, promoting, or furthering defamatory content, including the\ | 
					
					
						
						| 
							 | 
						  \ creation of defamatory statements, images, or other content\n    16. Generating,\ | 
					
					
						
						| 
							 | 
						  \ promoting, or further distributing spam\n    17. Impersonating another individual\ | 
					
					
						
						| 
							 | 
						  \ without consent, authorization, or legal right\n    18. Representing that the\ | 
					
					
						
						| 
							 | 
						  \ use of Llama 3.2 or outputs are human-generated\n    19. Generating or facilitating\ | 
					
					
						
						| 
							 | 
						  \ false online engagement, including fake reviews and other means of fake online\ | 
					
					
						
						| 
							 | 
						  \ engagement \n4. Fail to appropriately disclose to end users any known dangers\ | 
					
					
						
						| 
							 | 
						  \ of your AI system 5. Interact with third party tools, models, or software designed\ | 
					
					
						
						| 
							 | 
						  \ to generate unlawful content or engage in unlawful or harmful conduct and/or represent\ | 
					
					
						
						| 
							 | 
						  \ that the outputs of such tools, models, or software are associated with Meta or\ | 
					
					
						
						| 
							 | 
						  \ Llama 3.2\n\nWith respect to any multimodal models included in Llama 3.2, the\ | 
					
					
						
						| 
							 | 
						  \ rights granted under Section 1(a) of the Llama 3.2 Community License Agreement\ | 
					
					
						
						| 
							 | 
						  \ are not being granted to you if you are an individual domiciled in, or a company\ | 
					
					
						
						| 
							 | 
						  \ with a principal place of business in, the European Union. This restriction does\ | 
					
					
						
						| 
							 | 
						  \ not apply to end users of a product or service that incorporates any such multimodal\ | 
					
					
						
						| 
							 | 
						  \ models.\n\nPlease report any violation of this Policy, software “bug,” or other\ | 
					
					
						
						| 
							 | 
						  \ problems that could lead to a violation of this Policy through one of the following\ | 
					
					
						
						| 
							 | 
						  \ 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\ | 
					
					
						
						| 
							 | 
						  * Reporting risky content generated by the model: [developers.facebook.com/llama_output_feedback](http://developers.facebook.com/llama_output_feedback)\n\ | 
					
					
						
						| 
							 | 
						  * Reporting bugs and security concerns: [facebook.com/whitehat/info](http://facebook.com/whitehat/info)\n\ | 
					
					
						
						| 
							 | 
						  * Reporting violations of the Acceptable Use Policy or unlicensed uses of Llama\ | 
					
					
						
						| 
							 | 
						  \ 3.2: [email protected]" | 
					
					
						
						| 
							 | 
						extra_gated_fields: | 
					
					
						
						| 
							 | 
						  First Name: text | 
					
					
						
						| 
							 | 
						  Last Name: text | 
					
					
						
						| 
							 | 
						  Date of birth: date_picker | 
					
					
						
						| 
							 | 
						  Country: country | 
					
					
						
						| 
							 | 
						  Affiliation: text | 
					
					
						
						| 
							 | 
						  Job title: | 
					
					
						
						| 
							 | 
						    type: select | 
					
					
						
						| 
							 | 
						    options: | 
					
					
						
						| 
							 | 
						    - Student | 
					
					
						
						| 
							 | 
						    - Research Graduate | 
					
					
						
						| 
							 | 
						    - AI researcher | 
					
					
						
						| 
							 | 
						    - AI developer/engineer | 
					
					
						
						| 
							 | 
						    - Reporter | 
					
					
						
						| 
							 | 
						    - Other | 
					
					
						
						| 
							 | 
						  geo: ip_location | 
					
					
						
						| 
							 | 
						  ? By clicking Submit below I accept the terms of the license and acknowledge that | 
					
					
						
						| 
							 | 
						    the information I provide will be collected stored processed and shared in accordance | 
					
					
						
						| 
							 | 
						    with the Meta Privacy Policy | 
					
					
						
						| 
							 | 
						  : checkbox | 
					
					
						
						| 
							 | 
						extra_gated_description: The information you provide will be collected, stored, processed | 
					
					
						
						| 
							 | 
						  and shared in accordance with the [Meta Privacy Policy](https://www.facebook.com/privacy/policy/). | 
					
					
						
						| 
							 | 
						extra_gated_button_content: Submit | 
					
					
						
						| 
							 | 
						--- | 
					
					
						
						| 
							 | 
						 | 
					
					
						
						| 
							 | 
						# mlx-community/Llama-3.2-1B-Instruct-8bit | 
					
					
						
						| 
							 | 
						
 | 
					
					
						
						| 
							 | 
						The Model [mlx-community/Llama-3.2-1B-Instruct-8bit](https://huggingface.co/mlx-community/Llama-3.2-1B-Instruct-8bit) was converted to MLX format from [meta-llama/Llama-3.2-1B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct) using mlx-lm version **0.17.1**. | 
					
					
						
						| 
							 | 
						
 | 
					
					
						
						| 
							 | 
						## Use with mlx | 
					
					
						
						| 
							 | 
						
 | 
					
					
						
						| 
							 | 
						```bash | 
					
					
						
						| 
							 | 
						pip install mlx-lm | 
					
					
						
						| 
							 | 
						``` | 
					
					
						
						| 
							 | 
						
 | 
					
					
						
						| 
							 | 
						```python | 
					
					
						
						| 
							 | 
						from mlx_lm import load, generate | 
					
					
						
						| 
							 | 
						 | 
					
					
						
						| 
							 | 
						model, tokenizer = load("mlx-community/Llama-3.2-1B-Instruct-8bit") | 
					
					
						
						| 
							 | 
						response = generate(model, tokenizer, prompt="hello", verbose=True) | 
					
					
						
						| 
							 | 
						``` | 
					
					
						
						| 
							 | 
						
 |