Llama 3.2 1B Instruct Q4 K M GGUF

🚀 hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF

This project converts the meta-llama/Llama-3.2-1B-Instruct model to the GGUF format. It provides users with a convenient way to use this model in the llama.cpp environment, enabling efficient text generation tasks.

Model Information

License Agreement

LLAMA 3.2 COMMUNITY LICENSE AGREEMENT

Llama 3.2 Version Release Date: September 25, 2024

“Agreement” means the terms and conditions for use, reproduction, distribution, and modification of the Llama Materials set forth herein.

“Documentation” means the specifications, manuals, and documentation accompanying Llama 3.2 distributed by Meta at https://llama.meta.com/doc/overview.

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“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.

“Llama Materials” means, collectively, Meta’s proprietary Llama 3.2 and Documentation (and any portion thereof) made available under this Agreement.

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1. License Rights and Redistribution. 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. b. Redistribution and Use. i. 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. ii. 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. iii. 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.” iv. 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.

2. 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.

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6. 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.

7. 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.

Llama 3.2 Acceptable Use Policy

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).

Prohibited Uses

We 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:

1. Violate the law or others’ rights, including to:
   1. Engage in, promote, generate, contribute to, encourage, plan, incite, or further illegal or unlawful activity or content, such as:
      1. Violence or terrorism
      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
      3. Human trafficking, exploitation, and sexual violence
      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.
      5. Sexual solicitation
      6. Any other criminal activity
   2. Engage in, promote, incite, or facilitate the harassment, abuse, threatening, or bullying of individuals or groups of individuals
   3. 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
   4. Engage in the unauthorized or unlicensed practice of any profession including, but not limited to, financial, legal, medical/health, or related professional practices
   5. 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
   6. 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
   7. 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
   8. 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
2. 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:
   1. 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
   2. Guns and illegal weapons (including weapon development)
   3. Illegal drugs and regulated/controlled substances
   4. Operation of critical infrastructure, transportation technologies, or heavy machinery
   5. Self - harm or harm to others, including suicide, cutting, and eating disorders
   6. Any content intended to incite or promote violence, abuse, or any infliction of bodily harm to an individual
3. Intentionally deceive or mislead others, including use of Llama 3.2 related to the following:
   1. Generating, promoting, or furthering fraud or the creation or promotion of disinformation
   2. Generating, promoting, or furthering defamatory content, including the creation of defamatory statements, images, or other content
   3. Generating, promoting, or further distributing spam
   4. Impersonating another individual without consent, authorization, or legal right
   5. Representing that the use of Llama 3.2 or outputs are human - generated
   6. Generating or facilitating false online engagement, including fake reviews and other means of fake online engagement
4. 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

With 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.

Please 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:

• 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)
• Reporting risky content generated by the model: developers.facebook.com/llama_output_feedback
• Reporting bugs and security concerns: facebook.com/whitehat/info
• Reporting violations of the Acceptable Use Policy or unlicensed uses of Llama 3.2: LlamaUseReport@meta.com

Extra Gated Fields

The information you provide will be collected, stored, processed, and shared in accordance with the Meta Privacy Policy.

🚀 Quick Start

Use with llama.cpp

You can use the following steps to install and run the model with llama.cpp:

📦 Installation

1. Install llama.cpp through brew (works on Mac and Linux):

brew install llama.cpp

💻 Usage Examples

CLI Usage

llama-cli --hf-repo hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF --hf-file llama-3.2-1b-instruct-q4_k_m.gguf -p "The meaning to life and the universe is"

Server Usage

llama-server --hf-repo hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF --hf-file llama-3.2-1b-instruct-q4_k_m.gguf -c 2048

You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo:

1. Clone llama.cpp from GitHub:

git clone https://github.com/ggerganov/llama.cpp

2. Move into the llama.cpp folder and build it with LLAMA_CURL = 1 flag along with other hardware - specific flags (for ex: LLAMA_CUDA = 1 for Nvidia GPUs on Linux):

cd llama.cpp && LLAMA_CURL=1 make

3. Run inference through the main binary:

./llama-cli --hf-repo hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF --hf-file llama-3.2-1b-instruct-q4_k_m.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF --hf-file llama-3.2-1b-instruct-q4_k_m.gguf -c 2048

⚠️ Important Note

Please read and comply with the Llama 3.2 Community License Agreement and Acceptable Use Policy before using this model.

💡 Usage Tip

When using the model, adjust the parameters according to your hardware configuration to achieve the best performance.