commit 78df4dd6297b444ff16e658bc22ba535490716e7 Author: ModelHub XC Date: Wed Jun 3 21:42:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/LightGPT-7B-Llama2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bfee9e1 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.f16.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-7B-Llama2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LightGPT-7B-Llama2.IQ3_M.gguf b/LightGPT-7B-Llama2.IQ3_M.gguf new file mode 100644 index 0000000..a2dd422 --- /dev/null +++ b/LightGPT-7B-Llama2.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e40926b075c1230bcaeadf48bba3635ff70151ac032ef920d3b4fd9859b3d468 +size 3114865344 diff --git a/LightGPT-7B-Llama2.IQ3_S.gguf b/LightGPT-7B-Llama2.IQ3_S.gguf new file mode 100644 index 0000000..bd3f026 --- /dev/null +++ b/LightGPT-7B-Llama2.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8df013612a8b7e189d6b5f8a042b9103d029f98d479ee25dd96535b980b6bf67 +size 2948305600 diff --git a/LightGPT-7B-Llama2.IQ3_XS.gguf b/LightGPT-7B-Llama2.IQ3_XS.gguf new file mode 100644 index 0000000..82dc9c5 --- /dev/null +++ b/LightGPT-7B-Llama2.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c39b113a5cc6e71627404ecb84a42f6865651a9a7067f95c04d7a0b71aa0cd64 +size 2796524224 diff --git a/LightGPT-7B-Llama2.IQ4_XS.gguf b/LightGPT-7B-Llama2.IQ4_XS.gguf new file mode 100644 index 0000000..5d3a0e8 --- /dev/null +++ b/LightGPT-7B-Llama2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0ebc366fc8cab4e1f4c850a2c79e55b14226e5a1b67a79a0a4242702c75fd29 +size 3647517376 diff --git a/LightGPT-7B-Llama2.Q2_K.gguf b/LightGPT-7B-Llama2.Q2_K.gguf new file mode 100644 index 0000000..97aace2 --- /dev/null +++ b/LightGPT-7B-Llama2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96d58fa18eb16ef650da815d81abf9c1e604bb3a5fd0833d45259774d0ac672f +size 2532864704 diff --git a/LightGPT-7B-Llama2.Q3_K_L.gguf b/LightGPT-7B-Llama2.Q3_K_L.gguf new file mode 100644 index 0000000..346e249 --- /dev/null +++ b/LightGPT-7B-Llama2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc697b15f8f3617e42b095a5957dc80adcf9602cb289a11d33429f3762cce4aa +size 3597112000 diff --git a/LightGPT-7B-Llama2.Q3_K_M.gguf b/LightGPT-7B-Llama2.Q3_K_M.gguf new file mode 100644 index 0000000..b1bb4a8 --- /dev/null +++ b/LightGPT-7B-Llama2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b45185fbf25b97a993c9f1c87bce1106124611c798b90bab70f7bae348e6ab01 +size 3298005696 diff --git a/LightGPT-7B-Llama2.Q3_K_S.gguf b/LightGPT-7B-Llama2.Q3_K_S.gguf new file mode 100644 index 0000000..a5b7cbd --- /dev/null +++ b/LightGPT-7B-Llama2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c361757350ff62f8aa72433954dcfdfcc16dc47b9460e104bdf9ac07514d4b45 +size 2948305600 diff --git a/LightGPT-7B-Llama2.Q4_K_M.gguf b/LightGPT-7B-Llama2.Q4_K_M.gguf new file mode 100644 index 0000000..4e5729c --- /dev/null +++ b/LightGPT-7B-Llama2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fc190b190d693d25957aa7637a03a989beb5b71fd5a12ccf51ceb78f5697e75 +size 4081005248 diff --git a/LightGPT-7B-Llama2.Q4_K_S.gguf b/LightGPT-7B-Llama2.Q4_K_S.gguf new file mode 100644 index 0000000..4309481 --- /dev/null +++ b/LightGPT-7B-Llama2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e77190c2f81853c3509820c10e2f1aaa3bd140549a1403cf89d0202f85d1f829 +size 3856741056 diff --git a/LightGPT-7B-Llama2.Q5_K_M.gguf b/LightGPT-7B-Llama2.Q5_K_M.gguf new file mode 100644 index 0000000..54f2a9b --- /dev/null +++ b/LightGPT-7B-Llama2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32e56e18e0add2f2fb0e5723d3adb03cd8340f09d06c1616d6d1cb884db2791b +size 4783157952 diff --git a/LightGPT-7B-Llama2.Q5_K_S.gguf b/LightGPT-7B-Llama2.Q5_K_S.gguf new file mode 100644 index 0000000..9ec5cdd --- /dev/null +++ b/LightGPT-7B-Llama2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0d7d45b24c3592c8e085898146bd2e42a318275d8eeacf4eebbb2c048e44202 +size 4651692736 diff --git a/LightGPT-7B-Llama2.Q6_K.gguf b/LightGPT-7B-Llama2.Q6_K.gguf new file mode 100644 index 0000000..54a9559 --- /dev/null +++ b/LightGPT-7B-Llama2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53900ba36803323feb5860958baa0bc7e038fd22abe819bd876bc0ee66de1567 +size 5529195200 diff --git a/LightGPT-7B-Llama2.Q8_0.gguf b/LightGPT-7B-Llama2.Q8_0.gguf new file mode 100644 index 0000000..2480725 --- /dev/null +++ b/LightGPT-7B-Llama2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b164be45f474af77d5db055942c67f8103df40d02331e71b6b91d5f4d283017 +size 7161090752 diff --git a/LightGPT-7B-Llama2.f16.gguf b/LightGPT-7B-Llama2.f16.gguf new file mode 100644 index 0000000..8c6a809 --- /dev/null +++ b/LightGPT-7B-Llama2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5998428ec2af4b0e2eafe6d25a3897b065ac1a5414364d1c13ff3b6b06a6ed38 +size 13478105792 diff --git a/README.md b/README.md new file mode 100644 index 0000000..c538e51 --- /dev/null +++ b/README.md @@ -0,0 +1,224 @@ +--- +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: [LlamaUseReport@meta.com](mailto:LlamaUseReport@meta.com)" +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +tags: +- pytorch +- llama-2 +- traffic signal control +- lightgpt +- llmlight +--- +## About + + + + + + +static quants of https://huggingface.co/lightgpt/LightGPT-7B-Llama2 + + +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. + +