Upload folder using huggingface_hub (#1)

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README.md

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+---
+language:
+- en
+- de
+- fr
+- it
+- pt
+- hi
+- es
+- th
+license: llama3.1
+library_name: transformers
+tags:
+- facebook
+- meta
+- pytorch
+- llama
+- llama-3
+- mlx
+pipeline_tag: text-generation
+extra_gated_prompt: "### LLAMA 3.1 COMMUNITY LICENSE AGREEMENT\nLlama 3.1 Version\
+  \ Release Date: July 23, 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 Llama 3.1 distributed by Meta at https://llama.meta.com/doc/overview.\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 3.1\"\
+  \ 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 Llama 3.1 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.\n\
+  a. 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 (including another\
+  \ AI model) that contains any of them, you shall (A) provide a copy of this Agreement\
+  \ with any such Llama Materials; and (B) prominently display “Built with Llama”\
+  \ on a related website, user interface, blogpost, about page, or product documentation.\
+  \ If you use the Llama Materials or any outputs or results of 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” 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: “Llama 3.1 is licensed\
+  \ under the Llama 3.1 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_1/use-policy),\
+  \ which is hereby incorporated by reference into this Agreement.\n2. Additional\
+  \ Commercial Terms. If, on the Llama 3.1 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.\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,\
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+  \ OF THE POSSIBILITY OF ANY OF THE FOREGOING.\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 or as set\
+  \ forth in this Section 5(a). Meta hereby grants you a license to use “Llama” (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.\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 3.1 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 3.1 Acceptable Use Policy\n\
+  Meta is committed to promoting safe and fair use of its tools and features, including\
+  \ Llama 3.1. If you access or use Llama 3.1, you agree to this Acceptable Use Policy\
+  \ (“Policy”). The most recent copy of this policy can be found at [https://llama.meta.com/llama3_1/use-policy](https://llama.meta.com/llama3_1/use-policy)\n\
+  #### Prohibited Uses\nWe want everyone to use Llama 3.1 safely and responsibly.\
+  \ You agree you will not use, or allow others to use, Llama 3.1 to:\n 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    3. Engage in, promote, incite, or facilitate the\
+  \ harassment, abuse, threatening, or bullying of individuals or groups of individuals\n\
+  \    4. 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    5.\
+  \ Engage in the unauthorized or unlicensed practice of any profession including,\
+  \ but not limited to, financial, legal, medical/health, or related professional\
+  \ practices\n    6. 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    7. 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    8. 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 3.1 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 3.1 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 3.1 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/llama-models/issues](https://github.com/meta-llama/llama-models/issues)\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
+  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
+---
+
+# mlx-community/Meta-Llama-3.1-405B-2bit
+
+The Model [mlx-community/Meta-Llama-3.1-405B-2bit](https://huggingface.co/mlx-community/Meta-Llama-3.1-405B-2bit) was converted to MLX format from [meta-llama/Meta-Llama-3.1-405B](https://huggingface.co/meta-llama/Meta-Llama-3.1-405B) using mlx-lm version **0.16.1**.
+
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("mlx-community/Meta-Llama-3.1-405B-2bit")
+response = generate(model, tokenizer, prompt="hello", verbose=True)
+```

config.json

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+{
+    "architectures": [
+        "LlamaForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "bos_token_id": 128000,
+    "eos_token_id": 128001,
+    "hidden_act": "silu",
+    "hidden_size": 16384,
+    "initializer_range": 0.02,
+    "intermediate_size": 53248,
+    "max_position_embeddings": 131072,
+    "mlp_bias": false,
+    "model_type": "llama",
+    "num_attention_heads": 128,
+    "num_hidden_layers": 126,
+    "num_key_value_heads": 16,
+    "pretraining_tp": 1,
+    "quantization": {
+        "group_size": 64,
+        "bits": 2
+    },
+    "rms_norm_eps": 1e-05,
+    "rope_scaling": {
+        "factor": 8.0,
+        "low_freq_factor": 1.0,
+        "high_freq_factor": 4.0,
+        "original_max_position_embeddings": 8192,
+        "rope_type": "llama3"
+    },
+    "rope_theta": 500000.0,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.42.3",
+    "use_cache": true,
+    "vocab_size": 128256
+}

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