|
--- |
|
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: Access LLMLight-LightGPT on Hugging Face |
|
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: [[email protected]](mailto:[email protected])" |
|
language: |
|
- en |
|
library_name: transformers |
|
license: mit |
|
quantized_by: mradermacher |
|
tags: |
|
- pytorch |
|
- llama-2 |
|
- traffic signal control |
|
- lightgpt |
|
- llmlight |
|
--- |
|
## 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): |
|
|
|
 |
|
|
|
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 --> |
|
|
