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README.md

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+---
+base_model: meta-llama/Llama-3.2-1B
+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
+- llama-cpp
+- matrixportal
+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\
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+  \ 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\
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+  \ 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\
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+  \ from Meta, which Meta may grant to you in its sole discretion, and you are not\
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+  \ 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\
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+  \ Jurisdiction. This Agreement will be governed and construed under the laws of\
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+  \ 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
+---
+
+**Developed by:** Unknown
+**License:** llama3.2
+**Base model:** [meta-llama/Llama-3.2-1B](https://huggingface.co/meta-llama/Llama-3.2-1B)
+**Finetuned from:** N/A
+
+Quantized with llama.cpp (release unknown) using [all-gguf-same-where](https://huggingface.co/spaces/matrixportal/all-gguf-same-where)
+
+## ✅ Quantized Models Download List
+
+### 🔍 Recommended Quantizations
+- **✨ General CPU Use:** [`Q4_K_M`](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q4_k_m.gguf) (Best balance of speed/quality)
+- **📱 ARM Devices:** [`Q4_0`](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q4_0.gguf) (Optimized for ARM CPUs)
+- **🏆 Maximum Quality:** [`Q8_0`](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q8_0.gguf) (Near-original quality)
+
+### 📦 Full Quantization Options
+| 🚀 Download | 🔢 Type | 📝 Notes |
+|:---------|:-----|:------|
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q2_k.gguf) | ![Q2_K](https://img.shields.io/badge/Q2_K-1A73E8) | Basic quantization |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q3_k_s.gguf) | ![Q3_K_S](https://img.shields.io/badge/Q3_K_S-34A853) | Small size |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q3_k_m.gguf) | ![Q3_K_M](https://img.shields.io/badge/Q3_K_M-FBBC05) | Balanced quality |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q3_k_l.gguf) | ![Q3_K_L](https://img.shields.io/badge/Q3_K_L-4285F4) | Better quality |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q4_0.gguf) | ![Q4_0](https://img.shields.io/badge/Q4_0-EA4335) | Fast on ARM |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q4_k_s.gguf) | ![Q4_K_S](https://img.shields.io/badge/Q4_K_S-673AB7) | Fast, recommended |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q4_k_m.gguf) | ![Q4_K_M](https://img.shields.io/badge/Q4_K_M-673AB7) ⭐ | Best balance |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q5_0.gguf) | ![Q5_0](https://img.shields.io/badge/Q5_0-FF6D01) | Good quality |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q5_k_s.gguf) | ![Q5_K_S](https://img.shields.io/badge/Q5_K_S-0F9D58) | Balanced |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q5_k_m.gguf) | ![Q5_K_M](https://img.shields.io/badge/Q5_K_M-0F9D58) | High quality |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q6_k.gguf) | ![Q6_K](https://img.shields.io/badge/Q6_K-4285F4) 🏆 | Very good quality |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-q8_0.gguf) | ![Q8_0](https://img.shields.io/badge/Q8_0-EA4335) ⚡ | Fast, best quality |
+| [Download](https://huggingface.co/matrixportal/Llama-3.2-1B-GGUF/resolve/main/llama-3.2-1b-f16.gguf) | ![F16](https://img.shields.io/badge/F16-000000) | Maximum accuracy |
+
+💡 **Tip:** Use `F16` for maximum precision when quality is critical
+
+
+---
+# 🚀 Applications and Tools for Locally Quantized LLMs
+## 🖥️ Desktop Applications
+
+| Application     | Description                                                                                  | Download Link                                                                  |
+|-----------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------|
+| **Llama.cpp**   | A fast and efficient inference engine for GGUF models.                                       | [GitHub Repository](https://github.com/ggml-org/llama.cpp)                     |
+| **Ollama**      | A streamlined solution for running LLMs locally.                                             | [Website](https://ollama.com/)                                                 |
+| **AnythingLLM** | An AI-powered knowledge management tool.                                                     | [GitHub Repository](https://github.com/Mintplex-Labs/anything-llm)             |
+| **Open WebUI**  | A user-friendly web interface for running local LLMs.                                        | [GitHub Repository](https://github.com/open-webui/open-webui)                  |
+| **GPT4All**     | A user-friendly desktop application supporting various LLMs, compatible with GGUF models.    | [GitHub Repository](https://github.com/nomic-ai/gpt4all)                       |
+| **LM Studio**   | A desktop application designed to run and manage local LLMs, supporting GGUF format.         | [Website](https://lmstudio.ai/)                                                |
+| **GPT4All Chat**| A chat application compatible with GGUF models for local, offline interactions.              | [GitHub Repository](https://github.com/nomic-ai/gpt4all)                       |
+
+---
+
+## 📱 Mobile Applications
+
+| Application       | Description                                                                                  | Download Link                                                                  |
+|-------------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------|
+| **ChatterUI**     | A simple and lightweight LLM app for mobile devices.                                         | [GitHub Repository](https://github.com/Vali-98/ChatterUI)                      |
+| **Maid**          | Mobile Artificial Intelligence Distribution for running AI models on mobile devices.         | [GitHub Repository](https://github.com/Mobile-Artificial-Intelligence/maid)    |
+| **PocketPal AI**  | A mobile AI assistant powered by local models.                                               | [GitHub Repository](https://github.com/a-ghorbani/pocketpal-ai)                |
+| **Layla**         | A flexible platform for running various AI models on mobile devices.                         | [Website](https://www.layla-network.ai/)                                       |
+
+---
+
+## 🎨 Image Generation Applications
+
+| Application                         | Description                                                                                  | Download Link                                                                  |
+|-------------------------------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------|
+| **Stable Diffusion**                | An open-source AI model for generating images from text.                                     | [GitHub Repository](https://github.com/CompVis/stable-diffusion)               |
+| **Stable Diffusion WebUI**          | A web application providing access to Stable Diffusion models via a browser interface.       | [GitHub Repository](https://github.com/AUTOMATIC1111/stable-diffusion-webui)   |
+| **Local Dream**                     | Android Stable Diffusion with Snapdragon NPU acceleration. Also supports CPU inference.                                              | [GitHub Repository](https://github.com/xororz/local-dream)                     |
+| **Stable-Diffusion-Android (SDAI)** | An open-source AI art application for Android devices, enabling digital art creation.        | [GitHub Repository](https://github.com/ShiftHackZ/Stable-Diffusion-Android)    |
+
+---
+