---
base_model: lightgpt/LightGPT-7B-Llama2
extra_gated_button_content: Submit
extra_gated_fields:
  Affiliation: text
  ? 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
  Country: country
  Date of birth: date_picker
  First Name: text
  Last Name: text
  geo: ip_location
extra_gated_heading: You need to share contact information with Meta to access this
  model
extra_gated_prompt: "### LLAMA 2 COMMUNITY LICENSE AGREEMENT\n\"Agreement\" means
  the terms and conditions for use, reproduction, distribution and  modification of
  the Llama Materials set forth herein. \n\"Documentation\" means the specifications,
  manuals and documentation  accompanying Llama 2 distributed by Meta at https://ai.meta.com/resources/models-and-libraries/llama-downloads/.
  \ \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\"Llama 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 ai.meta.com/resources/models-and-libraries/llama-downloads/.\n\"Llama Materials\"
  means, collectively, Meta's proprietary Llama 2 and documentation (and any portion
  thereof) made available under this Agreement.\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.\n1. License Rights and Redistribution. \na. 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 the Llama Materials, or any derivative works
  \ thereof, available to a third party, you shall provide a copy of this Agreement
  to such  third party. \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 2 is licensed
  under the LLAMA 2 Community License,  Copyright (c) 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://ai.meta.com/llama/use-policy),
  which is hereby incorporated by reference into  this Agreement.\nv. You will not
  use the Llama Materials or any output or results of the  Llama Materials to improve
  any other large language model (excluding Llama 2 or  derivative works thereof).
  \ \n\n2. Additional Commercial Terms. If, on the Llama 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,  EITHER EXPRESS OR 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.\n\n5.
  Intellectual Property.\na. 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.\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 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 2 Acceptable Use Policy\nMeta
  is committed to promoting safe and fair use of its tools and features, including
  Llama 2. If you access or use Llama 2, you agree to this Acceptable Use Policy (“Policy”).
  The most recent copy of this policy can be found at [ai.meta.com/llama/use-policy](http://ai.meta.com/llama/use-policy).\n####
  Prohibited Uses\nWe want everyone to use Llama 2 safely and responsibly. You agree
  you will not use, or allow others to use, Llama 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      2. Engage in,
  promote, incite, or facilitate the harassment, abuse, threatening, or bullying of
  individuals or groups of individuals\n      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\n      4. Engage in the unauthorized or unlicensed practice of
  any profession including, but not limited to, financial, legal, medical/health,
  or related professional practices \n      5. Collect, process, disclose, generate,
  or infer health, demographic, or other sensitive personal or private information
  about individuals without rights and consents required by applicable laws\n      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 2 Materials\n      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 \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
  2 related to the following:\n    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\n
  \   2. Guns and illegal weapons (including weapon development)\n    3. Illegal drugs
  and regulated/controlled substances\n    4. Operation of critical infrastructure,
  transportation technologies, or heavy machinery\n    5. Self-harm or harm to others,
  including suicide, cutting, and eating disorders\n    6. 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 2 related to the
  following:\n    1. Generating, promoting, or furthering fraud or the creation or
  promotion of disinformation\n    2. Generating, promoting, or furthering defamatory
  content, including the creation of defamatory statements, images, or other content\n
  \   3. Generating, promoting, or further distributing spam\n    4. Impersonating
  another individual without consent, authorization, or legal right\n    5. Representing
  that the use of Llama 2 or outputs are human-generated\n    6. Generating or facilitating
  false online engagement, including fake reviews and other means of fake online engagement
  \n    4. Fail to appropriately disclose to end users any known dangers of your AI
  system \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    * Reporting issues with the model: [github.com/facebookresearch/llama](http://github.com/facebookresearch/llama)\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: [LlamaUseReport@meta.com](mailto:LlamaUseReport@meta.com)"
language:
- en
library_name: transformers
license: llama2
quantized_by: mradermacher
tags:
- facebook
- meta
- pytorch
- llama
- llama-2
---
## About

<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type:  -->
<!-- ### tags:  -->
static quants of https://huggingface.co/lightgpt/LightGPT-7B-Llama2

<!-- provided-files -->
weighted/imatrix quants are available at https://huggingface.co/mradermacher/LightGPT-7B-Llama2-i1-GGUF
## Usage

If you are unsure how to use GGUF files, refer to one of [TheBloke's
READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
more details, including on how to concatenate multi-part files.

## Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

| Link | Type | Size/GB | Notes |
|:-----|:-----|--------:|:------|
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q2_K.gguf) | Q2_K | 2.6 |  |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.IQ3_XS.gguf) | IQ3_XS | 2.9 |  |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.IQ3_S.gguf) | IQ3_S | 3.0 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q3_K_S.gguf) | Q3_K_S | 3.0 |  |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.IQ3_M.gguf) | IQ3_M | 3.2 |  |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q3_K_L.gguf) | Q3_K_L | 3.7 |  |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.IQ4_XS.gguf) | IQ4_XS | 3.7 |  |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q5_K_S.gguf) | Q5_K_S | 4.8 |  |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q5_K_M.gguf) | Q5_K_M | 4.9 |  |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q6_K.gguf) | Q6_K | 5.6 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Llama2-GGUF/resolve/main/LightGPT-7B-Llama2.f16.gguf) | f16 | 13.6 | 16 bpw, overkill |

Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):

![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)

And here are Artefact2's thoughts on the matter:
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

## FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to
questions you might have and/or if you want some other model quantized.

## Thanks

I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time.

<!-- end -->