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README.md

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+---
+language:
+- en
+license: other
+tags:
+- facebook
+- meta
+- pytorch
+- llama
+- llama-3
+- mlx
+pipeline_tag: text-generation
+license_name: llama3
+license_link: LICENSE
+extra_gated_prompt: "### META LLAMA 3 COMMUNITY LICENSE AGREEMENT\nMeta Llama 3 Version\
+  \ Release Date: April 18, 2024\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 Meta Llama 3 distributed by Meta at https://llama.meta.com/get-started/.\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\"Meta Llama\
+  \ 3\" 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://llama.meta.com/llama-downloads.\n\
+  \"Llama Materials\" means, collectively, Meta’s proprietary Meta Llama 3 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\
+  \   \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 available the Llama Materials (or any derivative works\
+  \ thereof), or a product or service that uses any of them, including another AI\
+  \ model, you shall (A) provide a copy of this Agreement with any such Llama Materials;\
+  \ and (B) prominently display “Built with Meta Llama 3” on a related website, user\
+  \ interface, blogpost, about page, or product documentation. If you use the Llama\
+  \ Materials to create, train, fine tune, or otherwise improve an AI model, which\
+  \ is distributed or made available, you shall also include “Llama 3” at the beginning\
+  \ of any such AI model name.\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: “Meta Llama\
+  \ 3 is licensed under the Meta Llama 3 Community License, Copyright © 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://llama.meta.com/llama3/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\
+  \ Meta Llama 3 or derivative works thereof).\n2. Additional Commercial Terms. If,\
+  \ on the Meta Llama 3 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, AND META DISCLAIMS ALL WARRANTIES OF ANY KIND, BOTH EXPRESS AND 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.\n\
+  4. 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\
+  5. 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 or as set forth in this Section 5(a). Meta hereby grants you\
+  \ a license to use “Llama 3” (the “Mark”) solely as required to comply with the\
+  \ last sentence of Section 1.b.i. You will comply with Meta’s brand guidelines (currently\
+  \ accessible at https://about.meta.com/brand/resources/meta/company-brand/ ). All\
+  \ goodwill arising out of your use of the Mark will inure to the benefit of Meta.\n\
+  b. 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 Meta Llama 3 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### Meta Llama 3 Acceptable Use\
+  \ Policy\nMeta is committed to promoting safe and fair use of its tools and features,\
+  \ including Meta Llama 3. If you access or use Meta Llama 3, you agree to this Acceptable\
+  \ Use Policy (“Policy”). The most recent copy of this policy can be found at [https://llama.meta.com/llama3/use-policy](https://llama.meta.com/llama3/use-policy)\n\
+  #### Prohibited Uses\nWe want everyone to use Meta Llama 3 safely and responsibly.\
+  \ You agree you will not use, or allow others to use, Meta Llama 3 to: 1. 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 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 Meta Llama 3 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 Meta Llama 3 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 Meta Llama 3 or outputs are\
+  \ human-generated\n    6. 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\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: [https://github.com/meta-llama/llama3](https://github.com/meta-llama/llama3)\n\
+  \    * Reporting risky content generated by the model:\n    developers.facebook.com/llama_output_feedback\n\
+  \    * Reporting bugs and security concerns: facebook.com/whitehat/info\n    * Reporting\
+  \ violations of the Acceptable Use Policy or unlicensed uses of Meta Llama 3: LlamaUseReport@meta.com"
+extra_gated_fields:
+  First Name: text
+  Last Name: text
+  Date of birth: date_picker
+  Country: country
+  Affiliation: text
+  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
+widget:
+- example_title: Winter holidays
+  messages:
+  - role: system
+    content: You are a helpful and honest assistant. Please, respond concisely and
+      truthfully.
+  - role: user
+    content: Can you recommend a good destination for Winter holidays?
+- example_title: Programming assistant
+  messages:
+  - role: system
+    content: You are a helpful and honest code and programming assistant. Please,
+      respond concisely and truthfully.
+  - role: user
+    content: Write a function that computes the nth fibonacci number.
+inference:
+  parameters:
+    max_new_tokens: 300
+    stop:
+    - <|end_of_text|>
+    - <|eot_id|>
+---
+
+# voxmenthe/Meta-Llama-3-70B-Instruct-8bit
+This model was converted to MLX format from [`meta-llama/Meta-Llama-3-70B-Instruct`]() using mlx-lm version **0.12.1**.
+Refer to the [original model card](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct) for more details on the model.
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("voxmenthe/Meta-Llama-3-70B-Instruct-8bit")
+response = generate(model, tokenizer, prompt="hello", verbose=True)
+```

config.json

@@ -0,0 +1,31 @@
+{
+    "architectures": [
+        "LlamaForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "bos_token_id": 128000,
+    "eos_token_id": 128001,
+    "hidden_act": "silu",
+    "hidden_size": 8192,
+    "initializer_range": 0.02,
+    "intermediate_size": 28672,
+    "max_position_embeddings": 8192,
+    "model_type": "llama",
+    "num_attention_heads": 64,
+    "num_hidden_layers": 80,
+    "num_key_value_heads": 8,
+    "pretraining_tp": 1,
+    "quantization": {
+        "group_size": 64,
+        "bits": 8
+    },
+    "rms_norm_eps": 1e-05,
+    "rope_scaling": null,
+    "rope_theta": 500000.0,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.40.0.dev0",
+    "use_cache": true,
+    "vocab_size": 128256
+}

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