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---
base_model: meta-llama/Llama-3.2-3B-Instruct
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\
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  \ 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\
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  \ code, fine-tuning enabling code and other elements of the foregoing distributed\
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  \ 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\
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  \ of any of the foregoing, constitutes infringement of intellectual property or\
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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\
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  \ 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\
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  \ 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: LlamaUseReport@meta.com"
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
---

# TheBlueObserver/Llama-3.2-3B-Instruct-MLX-0cb1b

The Model [TheBlueObserver/Llama-3.2-3B-Instruct-MLX-0cb1b](https://huggingface.co/TheBlueObserver/Llama-3.2-3B-Instruct-MLX-0cb1b) was
converted to MLX format from [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct)
using mlx-lm version **0.20.2**.

## Use with mlx

```bash
pip install mlx-lm
```

```python
from mlx_lm import load, generate

model, tokenizer = load("TheBlueObserver/Llama-3.2-3B-Instruct-MLX-0cb1b")

prompt="hello"

if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, tokenize=False, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)
```